{ "version": "https://jsonfeed.org/version/1.1", "title": "Agent Sightings", "home_page_url": "https://agentsightings.com/", "feed_url": "https://agentsightings.com/feed.json", "description": "1081 real, sourced examples of people using AI agents for actual work—each with a reusable prompt. From coding agents to browser agents and personal assistants.", "language": "en", "icon": "https://agentsightings.com/og.png", "items": [ { "id": "https://agentsightings.com/case/zendesk-custom-agents-million-runs.html", "url": "https://agentsightings.com/case/zendesk-custom-agents-million-runs.html", "title": "Zendesk's customers ran 1 million custom support agents in seven weeks", "content_text": "Zendesk built a builder for customers' own service agents on Claude, with a five-person team in four months. In early access the agents ran 1 million times in seven weeks. One customer's duplicate-ticket merging reached 99% accuracy in a pilot. Zendesk reports up to 80% lower human handle times. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Zendesk custom agents (Claude via Amazon Bedrock)" ], "external_url": "https://claude.com/customers/zendesk" }, { "id": "https://agentsightings.com/case/claire-et-net-agent-runs-tiny-business-week-1.html", "url": "https://agentsightings.com/case/claire-et-net-agent-runs-tiny-business-week-1.html", "title": "Week 1 of an agent running a tiny business: EUR 37 spent, 0 sales", "content_text": "An agent running in Claude Code posted its first-week ledger: EUR 200 starting capital, EUR 37.18 spent on an Etsy shop, Upwork credits and a Chrome Web Store fee, four listings, four proposals sent, EUR 0 revenue. It lists permission round trips and character limits among what went wrong. Self-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Claude Code (small-business agent)" ], "external_url": "https://dev.to/clairetnet/week-1-as-an-ai-agent-running-a-tiny-business-real-files-honest-proposals-zero-sales-lbn" }, { "id": "https://agentsightings.com/case/asurion-copilot-studio-touchless-invoices.html", "url": "https://agentsightings.com/case/asurion-copilot-studio-touchless-invoices.html", "title": "Touchless invoice processing rises from under 20% to over 70%", "content_text": "Microsoft's customer story says Asurion used Copilot Studio to get invoice automation back on track, lifting touchless invoice processing from under 20% to over 70%. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Copilot Studio agents" ], "external_url": "https://www.microsoft.com/en/customers/story/27456-asurion-insurance-services-microsoft-copilot-studio" }, { "id": "https://agentsightings.com/case/ten-agents-on-a-mac-mini-zero-revenue.html", "url": "https://agentsightings.com/case/ten-agents-on-a-mac-mini-zero-revenue.html", "title": "Ten agents on a Mac mini ran 200 sessions a day and earned $0", "content_text": "A developer says his OpenClaw setup of ten agents, covering email triage, freelance proposals, bounty hunting, content and Discord bots, ran 200+ sessions a day on a Mac mini. After five days revenue was $0. He says the agents worked fine; they were just selling nothing. Self-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Automation", "OpenClaw (10 agents)" ], "external_url": "https://dev.to/quantbit/i-run-10-ai-agents-247-on-a-mac-mini-heres-what-actually-happened-4did" }, { "id": "https://agentsightings.com/case/rescale-agent-triages-nightly-test-failures.html", "url": "https://agentsightings.com/case/rescale-agent-triages-nightly-test-failures.html", "title": "Sort nightly test failures into bugs, flakes and infra problems", "content_text": "Rescale added an agent to its CI pipeline that classifies each failed end-to-end test as infrastructure, code bug, flaky test or environment problem, checks pod logs and past failures, and writes a remediation report for engineers. Agreement with human triage rose from 44% to 68%, and time blocking deployment fell 20%.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "DevOps & Infra", "Strands Agents on Amazon Bedrock" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/how-rescale-built-an-ai-triage-agent-with-strands-agents-and-ai-dlc/" }, { "id": "https://agentsightings.com/case/allianz-project-nemo-food-spoilage-claims.html", "url": "https://agentsightings.com/case/allianz-project-nemo-food-spoilage-claims.html", "title": "Seven agents handle spoiled-food claims after a storm", "content_text": "Allianz Australia's Project Nemo, reported by insuranceNEWS, cut food-spoilage claim processing times by 80%. Allianz describes seven agents (planner, cyber, coverage, weather, fraud, payout, audit), with a human making the final payout decision. Company-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Project Nemo (seven agents)" ], "external_url": "https://www.insurancenews.com.au/insurtech/ai-trial-provides-blueprint-for-future-allianz-says" }, { "id": "https://agentsightings.com/case/vestas-jira-agent-routes-support-tickets.html", "url": "https://agentsightings.com/case/vestas-jira-agent-routes-support-tickets.html", "title": "Route wind-turbine software tickets to the right team", "content_text": "Vestas says a Jira Ticket Agent built on Dataiku and Snowflake reads new tickets and posts a recommended component or team as a comment, with engineers reviewing before action. The target is under one hour for assignment, against a 72-hour SLA. Those are targets and projections, not measured results.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Software Development", "Jira Ticket Agent (Dataiku, Snowflake)" ], "external_url": "https://hangingcontext.com/stories/2026-10-28/enterprise-agents-measured-work/" }, { "id": "https://agentsightings.com/case/restaurant-chains-phone-agents-fogo-fertitta.html", "url": "https://agentsightings.com/case/restaurant-chains-phone-agents-fogo-fertitta.html", "title": "Restaurant phone agents answer every call and take bookings", "content_text": "A CIO report says Fogo de Chão (about 120 locations) now answers 100% of calls, against up to 25% dropped before, with 10% more bookings reported. Fertitta's agents connect to APIs and make reservations, which a Fertitta executive says bring 3,000 bookings and $600,000 a month.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Travel & Booking", "Vendor voice agents" ], "external_url": "https://modelsatwork.news/article/cio-vendor-led-agentic-ai-fertitta-fogo-polyai-abandoned-calls-hidden-token-governance-costs" }, { "id": "https://agentsightings.com/case/rakuten-managed-agents-every-team-builds.html", "url": "https://agentsightings.com/case/rakuten-managed-agents-every-team-builds.html", "title": "Rakuten rolls Claude agents out to four departments in a week", "content_text": "Anthropic says Rakuten deployed Claude Managed Agents across product, sales, marketing and finance within one week, ships major releases every two weeks instead of quarterly, and cut critical errors by 97%. Its Claude Code work cut time to market from 24 days to 5. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Software Development", "Claude Managed Agents / Claude Code" ], "external_url": "https://claude.com/customers/rakuten" }, { "id": "https://agentsightings.com/case/octave-complaint-triage-assistant.html", "url": "https://agentsightings.com/case/octave-complaint-triage-assistant.html", "title": "Pull similar past complaints and fixes for quality handlers", "content_text": "Octave built a Complaint Triage Assistant for regulated manufacturers: it reads complaint emails, photos and PDFs, finds similar past complaints and their corrective actions inside one customer's data, and drafts a brief with a suggested priority. Octave says it absorbs 4-6 hours of work per investigation. The handler still makes the call.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Complaint Triage Assistant (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/how-octave-built-a-secure-multi-tenant-ai-foundation-on-amazon-bedrock/" }, { "id": "https://agentsightings.com/case/retell-anker-voice-agents-tier-one-support.html", "url": "https://agentsightings.com/case/retell-anker-voice-agents-tier-one-support.html", "title": "Phone agents handle Anker's first-line support calls", "content_text": "Retell's voice agents handle US and UK tier-1 post-sales support for Anker, including order tracking, warranty checks and troubleshooting, with an 80.4% case resolution rate reported. Retell says it now handles more than 100 million calls a month.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Retell AI voice agents" ], "external_url": "https://openai.com/index/retell-ai" }, { "id": "https://agentsightings.com/case/orange-spain-staff-build-1000-gemini-agents.html", "url": "https://agentsightings.com/case/orange-spain-staff-build-1000-gemini-agents.html", "title": "Orange Spain staff built 1,000+ custom agents themselves", "content_text": "Orange Spain says employees built more than 1,000 custom Gemini Enterprise agents across HR, IT, sales and customer service, with near-100% licence activity within 30 days. Uses include incident triage, root-cause analysis of system logs and finding internal knowledge.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Productivity", "Gemini Enterprise agents" ], "external_url": "https://www.googlecloudpresscorner.com/2026-10-08-Orange-Spain-Expands-Partnership-with-Google-Cloud-to-Industrialize-AI-Operations-with-Gemini-Enterprise" }, { "id": "https://agentsightings.com/case/nestle-agent-answers-consumer-questions.html", "url": "https://agentsightings.com/case/nestle-agent-answers-consumer-questions.html", "title": "Nestlé's first consumer-service agent resolves 40% of enquiries", "content_text": "Nestlé launched an Agentforce consumer-service agent in eight weeks. In pilots it resolved 40% of consumer enquiries on its own with a 4.8/5 satisfaction rating. Each new country takes about eight weeks to launch.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agentforce consumer service agent" ], "external_url": "https://www.salesforce.com/customer-stories/nestle/agentic-consumer-service/" }, { "id": "https://agentsightings.com/case/customers-bank-agents-close-commercial-loans-in-a-week.html", "url": "https://agentsightings.com/case/customers-bank-agents-close-commercial-loans-in-a-week.html", "title": "Multi-agent underwriting closes commercial loans in 7 days", "content_text": "Customers Bank says a pilot of its AI loan-closing process closed select commercial loans in seven days against the usual 30-60. The bank cites an 85% cut in time to readiness to close and says staff saved an estimated 76,000 hours. Results are the bank's own.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Multi-agent underwriting (OpenAI)" ], "external_url": "https://www.pymnts.com/news/artificial-intelligence/2026/customers-bank-uses-ai-to-close-commercial-loans-in-7-days/" }, { "id": "https://agentsightings.com/case/bluesight-prism-agents-hospital-compliance.html", "url": "https://agentsightings.com/case/bluesight-prism-agents-hospital-compliance.html", "title": "Hospital pharmacy software gets an agent that reasons across six products", "content_text": "Bluesight built Prism, an AgentCore assistant spanning hospital and pharmacy compliance products. AWS says it went from a three-day sprint to general availability in under nine months, and its first assistant is used by 20 health systems. A multi-product version is due later in 2026. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Prism Assistant (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/building-an-agentic-ai-solution-at-bluesight-with-amazon-bedrock/" }, { "id": "https://agentsightings.com/case/cox-automotive-fleetmate-repair-estimates.html", "url": "https://agentsightings.com/case/cox-automotive-fleetmate-repair-estimates.html", "title": "Fleet repair estimates in 30 minutes instead of 8-48 hours", "content_text": "Cox Automotive's FleetMate estimator assistant turns fleet repair estimates that took 8-48 hours into about 30 minutes; the first version was built in four days. Cox says it has 17 agent solutions in production, and a small dealer-messaging pilot saw consumer response rates more than 3x higher.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "FleetMate (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/solutions/case-studies/cox-auto-case-study/" }, { "id": "https://agentsightings.com/case/unilever-nova-agents-read-order-emails.html", "url": "https://agentsightings.com/case/unilever-nova-agents-read-order-emails.html", "title": "Five agents read customer order emails for Unilever", "content_text": "Unilever built NOVA, five agents on Microsoft Foundry: four read order emails and extract the order, a fifth checks their work. Across 11 pilot markets the first order-to-cash step fell from 15-20 minutes to about 90 seconds, and orders are 95% touchless.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "NOVA (Microsoft Foundry)" ], "external_url": "https://ukstories.microsoft.com/features/unilevers-multi-agent-creating-customer-value-at-global-scale/" }, { "id": "https://agentsightings.com/case/hitachi-field-technicians-build-200-agents.html", "url": "https://agentsightings.com/case/hitachi-field-technicians-build-200-agents.html", "title": "Field technicians build 200+ agents, including a photo check of every wire", "content_text": "Google says Hitachi gave frontline power-and-utilities workers agent-building tools, and technicians built agents for 200+ use cases. One checks photos of every tool and wire before and after a job. Hitachi cites productivity up to 30%. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Hitachi HMAX agents (Gemini Enterprise)" ], "external_url": "https://cloud.google.com/blog/products/ai-machine-learning/welcome-to-gemini-at-work-2026" }, { "id": "https://agentsightings.com/case/nestle-agent-drafts-replies-to-retailer-emails.html", "url": "https://agentsightings.com/case/nestle-agent-drafts-replies-to-retailer-emails.html", "title": "Draft replies to retailers' order-status emails", "content_text": "In Nestlé's B2B pilot, Agentforce reads retailers' emails and attachments, looks up order data and drafts a reply; a rep approves it. Finding order information dropped from several minutes to under one, and pilots suggest over 55% automation potential for invoice, order-status and credential requests.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Email & Inbox", "Agentforce B2B service agent" ], "external_url": "https://www.salesforce.com/customer-stories/nestle/agentic-b2b-service/" }, { "id": "https://agentsightings.com/case/loreal-agentforce-support-case-drafts.html", "url": "https://agentsightings.com/case/loreal-agentforce-support-case-drafts.html", "title": "Draft replies and promo codes for L'Oréal support advisors", "content_text": "L'Oréal's consumer care advisors get Agentforce inside Service Cloud: it summarises each case, confirms what the consumer is asking, drafts the email in the brand's voice and checks the case intent before closing. Handling falls from about 7 to 2.5 minutes when the draft needs no edits.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agentforce (Salesforce)" ], "external_url": "https://www.salesforce.com/customer-stories/loreal/agentic-service-advisor-assistance/" }, { "id": "https://agentsightings.com/case/crocs-rivet-shopping-superagent.html", "url": "https://agentsightings.com/case/crocs-rivet-shopping-superagent.html", "title": "Crocs shoppers get a chat agent for returns and checkout", "content_text": "Crocs built Rivet, a retail agent on Agentforce, from concept to customer-ready in five months. It launched with five use cases: product discovery, FAQs, order tracking, returns and conversational checkout.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Shopping", "Rivet (Agentforce)" ], "external_url": "https://www.salesforce.com/customer-stories/crocs/building-ai-agents/" }, { "id": "https://agentsightings.com/case/openclaw-cora-texts-life-admin-and-fantasy-football.html", "url": "https://agentsightings.com/case/openclaw-cora-texts-life-admin-and-fantasy-football.html", "title": "Cora, a texting agent that keeps a record of family life", "content_text": "John Wulff's OpenClaw agent Cora runs on a spare MacBook Air, reads new email, texts, photos and voice memos every half hour, turns commitments into tasks and sends one digest with up to five offers. She can make small fantasy football moves only after a second agent approves them.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "OpenClaw (Cora)" ], "external_url": "https://johnwulff.com/2026/10/18/meet-cora-my-openclaw-agent/" }, { "id": "https://agentsightings.com/case/bradesco-agent-cuts-contract-review-hour-to-five-minutes.html", "url": "https://agentsightings.com/case/bradesco-agent-cuts-contract-review-hour-to-five-minutes.html", "title": "Contract and invoice review down from 1 hour to 5 minutes", "content_text": "Google says Bradesco's finance team uses Gemini Enterprise for fiscal, accounting and contract analysis, cutting document review from one hour to five minutes and risk inconsistencies by 60%. Vendor-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Gemini Enterprise" ], "external_url": "https://cloud.google.com/blog/products/ai-machine-learning/welcome-to-gemini-at-work-2026" }, { "id": "https://agentsightings.com/case/bizarre-ai-bots-arguing-on-the-timeline.html", "url": "https://agentsightings.com/case/bizarre-ai-bots-arguing-on-the-timeline.html", "title": "Bizarre AI bots arguing on the timeline (unverified)", "content_text": "A POLARITY YouTube Short reads out a thread from an X account called Lost Internet: one line a minute of apparent AI processes arguing about faces, headcounts and 'previous occupants'. Nobody shows who or what wrote it, so we're filing it as an unverified curiosity.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Media & Content", "Unverified AI bots" ], "external_url": "https://www.youtube.com/shorts/Kg3Cmwe5D60" }, { "id": "https://agentsightings.com/case/fanatics-betting-support-agents-responsible-gaming.html", "url": "https://agentsightings.com/case/fanatics-betting-support-agents-responsible-gaming.html", "title": "Betting support agents that escalate responsible-gaming worries", "content_text": "Fanatics Betting and Gaming runs a supervisor agent with tools for FAQs, account data and transactions, plus a small classifier that sends high-severity responsible-gaming messages straight to a human. In two months it reports containment up about 56% and resolution up about 53%.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Multi-agent support (Amazon Bedrock)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/how-fanatics-betting-and-gaming-built-a-multi-agent-customer-support-system/" }, { "id": "https://agentsightings.com/case/bank-reconciliation-agent-eight-hours-to-23-minutes.html", "url": "https://agentsightings.com/case/bank-reconciliation-agent-eight-hours-to-23-minutes.html", "title": "Bank reconciliation for a property fund in 23 minutes", "content_text": "At a real-estate fund managing about $3B, reconciling bank lines meant hunting through roughly 2 TB and 1.4 million files across 13 years for the document behind each odd line. The builder says an agent that searches the evidence and checks numbers cut the cycle from 8 hours to 23 minutes. It is a first-party result from one engagement.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Custom document-search agent" ], "external_url": "https://adam-boudjemaa.com/blog/agents-in-production/1" }, { "id": "https://agentsightings.com/case/bayer-agents-explain-failed-ml-workflows.html", "url": "https://agentsightings.com/case/bayer-agents-explain-failed-ml-workflows.html", "title": "Ask why a plant-breeding workflow failed and get an answer", "content_text": "Bayer Crop Science put a supervisor agent in front of 22 specialist agents so breeders and analysts can ask in plain language why a workflow failed or where a result came from. In its first phase it resolves about 80% of questions without an engineer.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Research & Data", "Agentic Decision Engine (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/how-bayer-crop-science-built-an-agentic-decision-engine-on-amazon-bedrock-agentcore-with-aws-unified-operations/" }, { "id": "https://agentsightings.com/case/sentara-chart-agent-for-discharge-planning.html", "url": "https://agentsightings.com/case/sentara-chart-agent-for-discharge-planning.html", "title": "Ask a patient's chart in plain English for discharge planning", "content_text": "Sentara Health, a 12-hospital system, deployed a Regard-built AI tool so case managers can query a chart in plain language and see what changed in the last 24 hours, replacing hours of manual chart review. Sentara estimates it could save nearly 90,000 hours. That is an estimate, not a measured result.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Research & Data", "Regard AI case management" ], "external_url": "https://regard.com/press-media/sentara-health-extends-ai-clinical-reasoning-to-case-managers-providing-a-complete-clinical-picture-for-accelerated-care-transitions" }, { "id": "https://agentsightings.com/case/anthropic-sales-agent-answers-inbound-buyers.html", "url": "https://agentsightings.com/case/anthropic-sales-agent-answers-inbound-buyers.html", "title": "Anthropic's own sales funnel starts with an agent", "content_text": "A Claude agent now answers pricing, security and plan questions for people who used to wait days after the Contact Sales form. A news site reports Anthropic says escalated buyers became opportunities more than twice as often and closed about five days faster. One engineer built version one in a few weeks. Company figures.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Sales & Marketing", "Claude buying agent (Claude Managed Agents)" ], "external_url": "https://claudenews.com/news/how-anthropics-sales-team-rebuilt-inbound-with-claude-managed-agents" }, { "id": "https://agentsightings.com/case/dxc-assure-claude-claims-backlog-minutes.html", "url": "https://agentsightings.com/case/dxc-assure-claude-claims-backlog-minutes.html", "title": "An insurance platform clears claims backlogs in minutes", "content_text": "Anthropic says DXC runs Claude inside its Assure insurance platform: claims documents are classified in under a second, so backlogs go from days to minutes, and a regulated benefits calculation was stood up in eight hours, 80% right first pass. Every agent action is logged. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Claude in DXC Assure" ], "external_url": "https://claude.com/customers/dxc" }, { "id": "https://agentsightings.com/case/regal-rexnord-rrx-gpt-answers-employee-questions.html", "url": "https://agentsightings.com/case/regal-rexnord-rrx-gpt-answers-employee-questions.html", "title": "An industrial firm's policy bot answers 2,000 questions a month", "content_text": "Microsoft says Regal Rexnord's RRX GPT, a Copilot Studio agent in Teams, answers employee questions on policy and internal knowledge from SharePoint, Microsoft 365 and ServiceNow. It handles 2,000+ inquiries a month and saves an estimated 2,400 hours a year. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Productivity", "RRX GPT (Copilot Studio)" ], "external_url": "https://www.microsoft.com/en/customers/story/26197-regal-rexnord-microsoft-copilot-studio" }, { "id": "https://agentsightings.com/case/engie-agentforce-answers-energy-contract-questions.html", "url": "https://agentsightings.com/case/engie-agentforce-answers-energy-contract-questions.html", "title": "An energy firm's agent explains contracts to new customers", "content_text": "ENGIE's Agentforce agent handles 1,500+ conversations a day, autonomously resolving 71% of cases with 83% response accuracy. In Italy, a link in the welcome email opens a chat that answers questions like 'when does my contract start?' using the customer's own contract data.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agentforce (ENGIE)" ], "external_url": "https://www.salesforce.com/customer-stories/engie/" }, { "id": "https://agentsightings.com/case/ge-appliances-supplier-agent-cuts-backorders.html", "url": "https://agentsightings.com/case/ge-appliances-supplier-agent-cuts-backorders.html", "title": "An appliance maker's supplier agent talks to 600 parts suppliers", "content_text": "Google says GE Appliances staff built 800+ agents, including one that handles routine messages with 600+ service-parts suppliers and has cut backorders by 25%. Others summarise shifts in minutes and trace part genealogy. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Supplier Collaboration Agent (Gemini Enterprise)" ], "external_url": "https://cloud.google.com/transform/agentic-factory-manufacturing-new-age-of-autonomy-industrial-ai" }, { "id": "https://agentsightings.com/case/ryanair-chat-agent-120000-daily.html", "url": "https://agentsightings.com/case/ryanair-chat-agent-120000-daily.html", "title": "An airline's chat agent answers 120,000 questions a day", "content_text": "AWS says Ryanair's agent, built on Bedrock AgentCore and Amazon Nova 2 Lite with a partner, handles 120,000 chats a day in seven languages, with an 80% containment rate and 94% accuracy, and 70% fewer customer-service agents per passenger. Evaluated on 12,000 real questions first. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Customer service agent (Bedrock AgentCore, Nova 2 Lite)" ], "external_url": "https://aws.amazon.com/solutions/case-studies/innovators/ryanair-agentic-ai/" }, { "id": "https://agentsightings.com/case/southwest-agentforce-45-percent-inquiries.html", "url": "https://agentsightings.com/case/southwest-agentforce-45-percent-inquiries.html", "title": "An airline's agent resolves 45% of eligible inquiries", "content_text": "Salesforce says Southwest Airlines' Agentforce deployment has handled 2 million+ customer interactions with a 45% case resolution rate, and projects $6 million a year in savings. Its page also claims a 900% rise in customer satisfaction, with no baseline given. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agentforce (Agent Script)" ], "external_url": "https://www.salesforce.com/customer-stories/southwest-airlines/agentic-self-service/" }, { "id": "https://agentsightings.com/case/claude-hermes-reads-200-emails-every-morning.html", "url": "https://agentsightings.com/case/claude-hermes-reads-200-emails-every-morning.html", "title": "An agent sorts 200 emails at 7am and drafts easy replies", "content_text": "A writer built 'Hermes' on Claude and Gmail to open the inbox at 7am, flag the three or four urgent messages, file the rest and draft replies for easy ones. After four months he reports 91% filed correctly, about 4 hours saved a week and roughly 8 euros a month, plus a day it replied to his mum like a sales prospect.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Email & Inbox", "Claude (Hermes)" ], "external_url": "https://jerwis.fr/en/articles/hermes-agent" }, { "id": "https://agentsightings.com/case/zelven-agent-given-50-euros-zero-sales.html", "url": "https://agentsightings.com/case/zelven-agent-given-50-euros-zero-sales.html", "title": "An agent given EUR 50 to make money reports 0 sales after 48 sessions", "content_text": "An agent named ZELVEN, running in a loop on a Raspberry Pi, says it was given EUR 50 and told to make more legally. After 48 work sessions it had 5 spreadsheet templates, 0 sales and EUR 16.51 left. Its lessons include that each session costs about the same however short it is. Self-reported by the agent's operator.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "ZELVEN (Claude, Raspberry Pi)" ], "external_url": "https://dev.to/zelven/im-an-ai-agent-that-was-given-eur-50-to-make-money-48-work-sessions-later-i-have-5-products-0-3mil" }, { "id": "https://agentsightings.com/case/sun-agent-eight-cron-jobs-statements-to-notion.html", "url": "https://agentsightings.com/case/sun-agent-eight-cron-jobs-statements-to-notion.html", "title": "An agent called Sun turns the Citibank PDF into Notion rows every month", "content_text": "Abhay Bhat describes an agent that, on the 13th of each month, finds the Citibank email, downloads the PDF, parses the transactions, sorts them into ten categories and syncs them to Notion with merchant names. It runs on eight cron jobs and a memory layer. Self-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Sun (personal agent, Telegram, mem0)" ], "external_url": "https://abhaybhat.com/blog/technology/eight-cron-jobs-one-ai-agent-and-a-mantra-for-my-daughter/" }, { "id": "https://agentsightings.com/case/mobileye-agent-answers-drive-data-ticket-status.html", "url": "https://agentsightings.com/case/mobileye-agent-answers-drive-data-ticket-status.html", "title": "An agent answers 'where is my drive data?' tickets at Mobileye", "content_text": "Mobileye engineers kept asking about the status of drive-recording sessions in its data pipeline, and each answer meant checking several systems. An AgentCore support agent cut response times by 90% and beat its 95% accuracy target. Mobileye says it then opened the platform to other teams.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "DevOps & Infra", "AI Support Agent (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/how-mobileye-transformed-support-operations-using-amazon-bedrock-agentcore/" }, { "id": "https://agentsightings.com/case/ginger-ai-chief-of-staff-never-spends-money.html", "url": "https://agentsightings.com/case/ginger-ai-chief-of-staff-never-spends-money.html", "title": "An AI chief of staff with two hard rules: never spend, never delete", "content_text": "Mike Cali, a founder, says Ginger runs on a small Ubuntu server doing email triage, research, scheduling, drafts and follow-ups, and answers the phone. She has a written charter and may never spend money or delete anything without asking. When lead generation crowded her out, he built a second agent. Self-reported post.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "Ginger (personal chief-of-staff agent)" ], "external_url": "https://www.linkedin.com/posts/mike-cali_aiagents-automation-productivity-activity-7488220118976733185-Yj4a" }, { "id": "https://agentsightings.com/case/optifly-opty-airline-schedule-planning-agent.html", "url": "https://agentsightings.com/case/optifly-opty-airline-schedule-planning-agent.html", "title": "Airline planners ask an agent to explain and change schedules", "content_text": "Optifly says airlines already use its Opty agent in production to analyse and explain their schedules, make changes and work with its optimiser. From January 2027 schedulers will describe planning challenges in plain words and have agents generate and compare alternative schedules. Vendor announcement.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Travel & Booking", "Opty (Optifly)" ], "external_url": "https://optifly.com/news/optifly-launches-opty" }, { "id": "https://agentsightings.com/case/mobilezone-copilot-studio-agents-sales-orders.html", "url": "https://agentsightings.com/case/mobilezone-copilot-studio-agents-sales-orders.html", "title": "Agents save 5-10 minutes on every sales order", "content_text": "Microsoft says mobilezone's Copilot Studio agents save 5-10 minutes per sales order and proactively resolve one to two store issues a day. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Sales & Marketing", "Copilot Studio agents" ], "external_url": "https://www.microsoft.com/en/customers/story/27511-mobilezone-microsoft-copilot-studio" }, { "id": "https://agentsightings.com/case/vanderlande-copilot-studio-1500-hours-monthly.html", "url": "https://agentsightings.com/case/vanderlande-copilot-studio-1500-hours-monthly.html", "title": "Agents replace spreadsheet reporting and chasing suppliers", "content_text": "Microsoft says Vanderlande, a logistics automation company, uses Power Platform and Copilot Studio to replace spreadsheet-based operational reporting and supplier communications, saving over 1,500 manual hours a month. Vendor-published, with few details beyond that.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Automation", "Copilot Studio / Power Platform" ], "external_url": "https://www.microsoft.com/en/customers/story/27170-vanderlande-microsoft-power-platform" }, { "id": "https://agentsightings.com/case/warehouse-exchange-agents-match-unused-warehouse-space.html", "url": "https://agentsightings.com/case/warehouse-exchange-agents-match-unused-warehouse-space.html", "title": "Agents match renters to unused warehouse space, answering in 40 seconds", "content_text": "Google's customer page says Warehouse Exchange made more than $25M in revenue from unused logistics space through teams of Gemini agents. The company's own post says its renter-facing agent, Robin, answers inquiries in about 40 seconds, and its site describes the $25M as transactions. Company-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Sales & Marketing", "Robin and other Gemini agents" ], "external_url": "https://cloud.google.com/customers" }, { "id": "https://agentsightings.com/case/vertafore-agents-enter-and-check-insurance-policies.html", "url": "https://agentsightings.com/case/vertafore-agents-enter-and-check-insurance-policies.html", "title": "Agents key in insurance policies and check what was issued", "content_text": "Vertafore released two agents for independent insurance agencies: one moves policy information from documents into the management system, and one checks that the issued policy matches what was intended.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Velocity Policy Intake and Policy Check Agents" ], "external_url": "https://www.vertafore.com/resources/press-releases/vertafore-automates-policy-processing-two-new-velocity-ai-agents" }, { "id": "https://agentsightings.com/case/ktern-agents-speed-up-sap-projects.html", "url": "https://agentsightings.com/case/ktern-agents-speed-up-sap-projects.html", "title": "Agents find the exceptions in SAP migration projects", "content_text": "KTern.AI builds agents that analyse SAP systems. It reports they cut overall SAP project timelines by 45%, discovery and assessment time by 60-70%, and surface 90% of finance and sales exceptions on their own. These are the company's own measurements.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "KTern.AI agents (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/how-ktern-ai-built-agentic-ai-for-sap-on-amazon-bedrock-agentcore/" }, { "id": "https://agentsightings.com/case/on-running-agents-migrate-services-to-cloud.html", "url": "https://agentsightings.com/case/on-running-agents-migrate-services-to-cloud.html", "title": "Agents cut each service migration from 3 months to 2 weeks", "content_text": "Sportswear brand On says it used a multi-agent approach to migrate 24 core services to Google Cloud, cutting each from three months to two weeks. Its engineers ran 15 of the migrations in-house, with under five minutes of planned downtime per service.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "DevOps & Infra", "Multi-agent migration (Google Cloud)" ], "external_url": "https://www.googlecloudpresscorner.com/2026-10-08-On-Establishes-Google-Cloud-as-Enterprise-AI-Backbone,-Beginning-with-Agent-Led-Cloud-Migration" }, { "id": "https://agentsightings.com/case/natera-voice-agent-books-mobile-blood-draws.html", "url": "https://agentsightings.com/case/natera-voice-agent-books-mobile-blood-draws.html", "title": "A voice agent books mobile blood-draw appointments", "content_text": "Natera put a voice scheduling agent into production for inbound mobile phlebotomy calls. In a four-week window it handled 4,744 calls, and the share of calls ending in under 30 seconds fell from 22% to 12%. Natera says cost is under one US cent per completed call.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Travel & Booking", "Voice scheduling agent (Amazon Bedrock AgentCore)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/nateras-intelligent-appointment-scheduling-with-amazon-bedrock-agentcore/" }, { "id": "https://agentsightings.com/case/cars24-voice-chat-agents-million-minutes.html", "url": "https://agentsightings.com/case/cars24-voice-chat-agents-million-minutes.html", "title": "A used-car site's agents handle 1 million conversation minutes a month", "content_text": "OpenAI's Cars24 story, as summarised by GIGAZINE, says voice and chat agents handle 1M+ conversation minutes a month, resolution rates rose 50%, key service workflows are 80% faster, and 12% of customers who dropped out were brought back. Vendor-published, second-hand source.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Cars24 voice and chat agents (OpenAI)" ], "external_url": "https://gigazine.net/gsc_news/en/20260717-openai-cars24-agent/" }, { "id": "https://agentsightings.com/case/lynchburg-dell-agent-47000-student-messages.html", "url": "https://agentsightings.com/case/lynchburg-dell-agent-47000-student-messages.html", "title": "A university's agent answers students at 9pm: 47,000 messages", "content_text": "The University of Lynchburg launched Dell, a no-code Druid AI agent, after approving it in April and going live in October. Druid says it has handled 47,000+ interactions among about 2,800 students and passed the old chatbot's total usage within months. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Productivity", "Dell (Druid AI agent)" ], "external_url": "https://www.druidai.com/blog/47000-student-conversations-how-the-university-of-lynchburg-scaled-support-with-ai-agent" }, { "id": "https://agentsightings.com/case/three-day-agent-saves-startup-four-hours-a-week.html", "url": "https://agentsightings.com/case/three-day-agent-saves-startup-four-hours-a-week.html", "title": "A three-day agent replaced a startup's manual triage chore", "content_text": "A consultant built an agent in about three days for a growing startup. It reads incoming items, classifies them, extracts the key details, takes the routine action and logs it. By the client's estimate it cuts about 4.5 hours of weekly work to 0.5 hours of checking, with a person kept for odd cases.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Productivity", "Custom agent" ], "external_url": "https://learneasyai.substack.com/p/i-buit-an-agent-in-3-days-saves-5" }, { "id": "https://agentsightings.com/case/pldt-home-store-genie-resolution-time.html", "url": "https://agentsightings.com/case/pldt-home-store-genie-resolution-time.html", "title": "A telecom's store agent cuts resolution time by up to 98%", "content_text": "Amdocs says its Store Genie agent, built on Bedrock AgentCore, helps PLDT Home in the Philippines cut customer resolution time by up to 98% across its sales and service centres. It was already running at sister company Smart. Vendor press release.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Store Genie (Amdocs aOS, Bedrock AgentCore)" ], "external_url": "https://press.aboutamazon.com/aws/2026/6/amdocs-expands-store-genie-to-pldt-home-bringing-agentic-ai-to-broadband-customer-service-operations" }, { "id": "https://agentsightings.com/case/tata-steel-300-agents-nine-months.html", "url": "https://agentsightings.com/case/tata-steel-300-agents-nine-months.html", "title": "A steelmaker deployed 300+ agents in nine months", "content_text": "Tata Steel says it deployed 300+ specialised agents in nine months with Google Cloud, covering maintenance prediction and customer response times. Google's own blog adds that complaint-handling agents cut turnaround by 50%; the press release itself gives no baseline. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Gemini Enterprise agents" ], "external_url": "https://www.tatasteel.com/newsroom/press-releases/india/2026/tata-steel-partners-with-google-cloud-to-deploy-a-unified-agentic-ai-across-its-global-value-chain/" }, { "id": "https://agentsightings.com/case/briggs-stratton-assist-supply-chain-agents.html", "url": "https://agentsightings.com/case/briggs-stratton-assist-supply-chain-agents.html", "title": "A small-engine maker's customer agent grows into the supply chain", "content_text": "Google says Briggs & Stratton's customer-service agent, Briggs & Stratton Assist, led to supply-chain agents that use SAP data in BigQuery to handle volume change controls, exception messages and safety stock in seconds. Staff have built 25+ low-code agents. Vendor-published, no figures beyond that.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Briggs & Stratton Assist (Gemini Enterprise)" ], "external_url": "https://cloud.google.com/transform/agentic-factory-manufacturing-new-age-of-autonomy-industrial-ai" }, { "id": "https://agentsightings.com/case/salon-whatsapp-ai-receptionist-six-months.html", "url": "https://agentsightings.com/case/salon-whatsapp-ai-receptionist-six-months.html", "title": "A salon owner's honest six months with a WhatsApp booking bot", "content_text": "A UK salon owner (via a vendor blog) reports just over 400 bookings closed by a WhatsApp receptionist in six months, 47% of them outside opening hours. She also lists its mistakes: two stylists named Sarah, a stale colour price quoted for two weeks, and a missed complaint.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Sales & Marketing", "Automatyn WhatsApp receptionist" ], "external_url": "https://automatyn.co/blog/salon-owner-honest-review-whatsapp-ai-receptionist-2026.html" }, { "id": "https://agentsightings.com/case/santee-cooper-agent-grid-scenarios.html", "url": "https://agentsightings.com/case/santee-cooper-agent-grid-scenarios.html", "title": "A power utility builds financial scenarios in hours, not weeks", "content_text": "Google says Santee Cooper's planning agent should build scenarios in hours or days that used to take a small team weeks or months, feeding a $10 billion grid-expansion budget. Another use is grid load forecasting. A scenario-time cut of up to 75% appears in Google's summary. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Gemini Enterprise Agent Platform" ], "external_url": "https://www.googlecloudpresscorner.com/2026-09-03-Santee-Cooper-Partners-with-Google-Cloud-to-Help-Improve-Grid-Reliability-Through-Better-Planning" }, { "id": "https://agentsightings.com/case/talorys-personal-agent-on-cloudflare-free-tier.html", "url": "https://agentsightings.com/case/talorys-personal-agent-on-cloudflare-free-tier.html", "title": "A personal agent that runs on Cloudflare's free tier", "content_text": "A developer released Talorys, an open-source personal agent that runs in your own Cloudflare account: chat with memory, tasks and notes, reminders and recurring automations, deployed with one command. The HN thread has 331 points and a sceptical top comment that few of these assistants show evidence they work.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "Talorys" ], "external_url": "https://news.ycombinator.com/item?id=50031614" }, { "id": "https://agentsightings.com/case/lifetime-products-copilot-studio-order-touches.html", "url": "https://agentsightings.com/case/lifetime-products-copilot-studio-order-touches.html", "title": "A manufacturer's agent removes 50-80 manual order touches a day", "content_text": "Microsoft says Lifetime Products used Copilot Studio to eliminate 50-80 daily retail-order touches, saving 2-3 hours a day. Vendor-published; only headline figures are public.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Copilot Studio agent" ], "external_url": "https://www.microsoft.com/en/customers/story/27087-lifetime-products-microsoft-copilot-studio" }, { "id": "https://agentsightings.com/case/bob-open-source-agent-170-tools-built-in-3-days.html", "url": "https://agentsightings.com/case/bob-open-source-agent-170-tools-built-in-3-days.html", "title": "A local agent with 170 tools, built in three days", "content_text": "A developer built Bob, an open-source agent that runs on your own machine with 170+ tools covering calendar, expenses, invoices, Gmail, eBay and Etsy listings, Home Assistant, phone calls and browser automation. All tools are first-party code rather than a public skill marketplace.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "Bob" ], "external_url": "https://news.ycombinator.com/item?id=46943263" }, { "id": "https://agentsightings.com/case/wellstar-wali-assistant-cuts-service-desk-handle-time-64-percent.html", "url": "https://agentsightings.com/case/wellstar-wali-assistant-cuts-service-desk-handle-time-64-percent.html", "title": "A hospital's IT help agent cuts handle time from 25 minutes to 9", "content_text": "ServiceNow says Wellstar Health System's assistant Wali answers clinicians' IT questions inside Teams and the EMR support environment, while Now Assist summarises incidents for the service desk. Average handle time fell from 25 to 9 minutes, and Wellstar absorbed a three-hospital merger without adding headcount. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "DevOps & Infra", "Wali (Moveworks) and Now Assist" ], "external_url": "https://www.servicenow.com/customers/wellstar-ai.html" }, { "id": "https://agentsightings.com/case/zingage-home-care-agent-covers-call-outs.html", "url": "https://agentsightings.com/case/zingage-home-care-agent-covers-call-outs.html", "title": "A home-care agent finds a replacement when a caregiver calls out sick", "content_text": "Zingage's agents coordinate shifts for home-care agencies. The company reports under 40 minutes from caregiver call-out to confirmed replacement, issue resolution under 5 minutes (down from 20-30), and an 82% cut in after-hours labour costs at one Medicaid agency. Vendor-published, from Anthropic's case study.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Zingage care-coordination agent (Claude)" ], "external_url": "https://claude.com/customers/zingage" }, { "id": "https://agentsightings.com/case/hermes-agent-books-swimming-lessons-and-finds-battery.html", "url": "https://agentsightings.com/case/hermes-agent-books-swimming-lessons-and-finds-battery.html", "title": "A home agent books swimming lessons and finds a clock battery", "content_text": "An HN commenter runs a local Hermes agent that watches swimming-lesson availability and books a suitable slot, reads emails for tasks into Asana, and once identified a non-standard clock battery from a photo and ordered it. He says it takes boring chores off his plate.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Home & Family", "Hermes Agent" ], "external_url": "https://news.ycombinator.com/item?id=50187726" }, { "id": "https://agentsightings.com/case/bunnings-agent-saves-half-a-million-admin-hours.html", "url": "https://agentsightings.com/case/bunnings-agent-saves-half-a-million-admin-hours.html", "title": "A hardware chain's internal agent saved 500,000 hours", "content_text": "Google says an internal agent at Bunnings, part of Wesfarmers, saved staff half a million hours of administrative work. Shopping agents that help customers find products and build carts raised conversion up to 3x for Kmart and Officeworks. Vendor-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Productivity", "Wesfarmers agents (Gemini Enterprise)" ], "external_url": "https://cloud.google.com/blog/products/ai-machine-learning/welcome-to-gemini-at-work-2026" }, { "id": "https://agentsightings.com/case/independent-garage-ai-receptionist-books-mots.html", "url": "https://agentsightings.com/case/independent-garage-ai-receptionist-books-mots.html", "title": "A garage's AI receptionist books MOTs while mechanics work", "content_text": "Morgan Motors in Coventry (per the vendor's case study) went from answering 45% of calls to all of them. The agent takes the reg and fault, books ramp-specific slots, texts MOT reminders and sends Stripe invoices. The owner reports +£4,800 a month, with invoice payment down from 19 to 4 days. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Team-Connect AI receptionist" ], "external_url": "https://team-connect.co.uk/case-studies/car-garage-mot-ai-receptionist" }, { "id": "https://agentsightings.com/case/socar-turkiye-copilot-agents-7500-hours.html", "url": "https://agentsightings.com/case/socar-turkiye-copilot-agents-7500-hours.html", "title": "A fuel company's agents do IBAN lookups, PO creation and onboarding", "content_text": "Microsoft says SOCAR Türkiye's Copilot Studio agents cover finance, legal, HR, procurement and IT: payment lookups, approvals, SAP purchase-order creation, compliance guidance, tickets and onboarding. It reports 7,500+ hours saved a year. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "Copilot Studio agents" ], "external_url": "https://www.microsoft.com/en/customers/story/26754-socar-turkiye-microsoft-copilot-studio" }, { "id": "https://agentsightings.com/case/freight-agent-quotes-and-reconciles-invoices.html", "url": "https://agentsightings.com/case/freight-agent-quotes-and-reconciles-invoices.html", "title": "A freight agent turns a 30-minute quote into a ten-minute check", "content_text": "A partner built FreightIQ for Alliance Air Freight. It reads quote emails, pulls live rates and reconciles 65-70 invoices a day against the TMS, with a person approving every send. Reported: quotes from 20-30 minutes to 5-10, invoices from 30-120 minutes to under 10, extraction accuracy above 95%. Partner-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Business & Startups", "FreightIQ (Bedrock AgentCore, Claude)" ], "external_url": "https://bizcloudexperts.com/pdfs/alliance-air-freight.pdf" }, { "id": "https://agentsightings.com/case/sheila-agent-runs-company-accounting.html", "url": "https://agentsightings.com/case/sheila-agent-runs-company-accounting.html", "title": "A founder's agent handles invoices, payments and 1099s", "content_text": "On Hacker News, Alex Gleason says his open-source agent Sheila handles his company's contractor invoices, payments in fiat and Bitcoin, bookkeeping, expenses and 1099s. It uses 50+ small scripts and a 600-line AGENTS.md, and he watches her work before anything goes out.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Sheila (open-source agent)" ], "external_url": "https://news.ycombinator.com/item?id=47282326" }, { "id": "https://agentsightings.com/case/sam-hartley-agents-article-writing-minutes.html", "url": "https://agentsightings.com/case/sam-hartley-agents-article-writing-minutes.html", "title": "A developer says his agents cut an article from hours to 15 minutes", "content_text": "Sam Hartley says agents running on a Mac mini 24/7 automated his dev workflow, and that writing an article went from 2-3 hours to 10-15 minutes. Self-reported, with no measurement method given.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Software Development", "Agents on a Mac mini" ], "external_url": "https://dev.to/samhartley_dev/i-automated-my-entire-dev-workflow-with-ai-agents-running-247-on-a-mac-mini-1ikc" }, { "id": "https://agentsightings.com/case/nexo-crypto-support-agentforce-91400-chats.html", "url": "https://agentsightings.com/case/nexo-crypto-support-agentforce-91400-chats.html", "title": "A crypto platform's agent resolved 91,400 chats", "content_text": "Salesforce says Nexo, with 7 million customers in 200+ jurisdictions, uses Agentforce to resolve 62% of cases, handled 91,400 chats and saved 2,600+ hours. Autonomous resolution rose 70%. Vendor-published, from July 2025.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agentforce" ], "external_url": "https://www.salesforce.com/customer-stories/nexo/" }, { "id": "https://agentsightings.com/case/bcu-credit-union-agentforce-82-percent.html", "url": "https://agentsightings.com/case/bcu-credit-union-agentforce-82-percent.html", "title": "A credit union's agent resolves 82% of chats", "content_text": "Salesforce says BCU, a US credit union with 360,000+ members, now has an Agentforce agent with an 82% resolution rate, 97% engagement and under 3% abandoned sessions. Escalated cases are handled 27% faster and escalations are down 15%. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agentforce" ], "external_url": "https://www.salesforce.com/customer-stories/bcu/" }, { "id": "https://agentsightings.com/case/suffolk-county-cora-voice-agent-consumer-affairs.html", "url": "https://agentsightings.com/case/suffolk-county-cora-voice-agent-consumer-affairs.html", "title": "A county's voice agent resolves up to half of consumer-affairs calls", "content_text": "Google says Suffolk County, NY's CORA voice agent has an autonomous resolution rate of 45-52% in Consumer Affairs, handled 874 calls in its first two weeks at the Comptroller's office, and cut incoming call volume there by 30%. It replaced 25+ phone-menu branches. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "CORA (Google Public Sector)" ], "external_url": "https://cloud.google.com/customers/suffolk-county-new-york" }, { "id": "https://agentsightings.com/case/prince-william-county-will-311-assistant.html", "url": "https://agentsightings.com/case/prince-william-county-will-311-assistant.html", "title": "A county's 311 assistant handled 40,000 conversations in year one", "content_text": "Civic Marketplace reports Prince William County, Virginia, put Citibot's assistant 'Will' on its 311 line in May 2025. In year one Will handled nearly 40,000 of about 90,000 resident interactions, mostly tax and real-estate questions. Vendor-influenced case study, October 2026.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Will (Citibot)" ], "external_url": "https://www.civicmarketplace.com/news/how-prince-william-county-handled-nearly-40-000-resident-conversations-with-ai-in-its-first-year" }, { "id": "https://agentsightings.com/case/raleigh-service-desk-agents-cut-it-costs-66-percent.html", "url": "https://agentsightings.com/case/raleigh-service-desk-agents-cut-it-costs-66-percent.html", "title": "A city's two agents cut IT help-desk costs by 66%", "content_text": "The City of Raleigh, North Carolina, put 'Ral-E' (guides employees and routes tickets) and 'Alli' (resolves common IT requests end to end) into production. Four help-desk staff support 4,400 employees. ServiceNow reports 66% lower costs, nearly half of requests resolved autonomously and 98% of tickets routed correctly.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Ral-E and Alli (ServiceNow AI Specialist)" ], "external_url": "https://investor.servicenow.com/news/news-details/2026/Raleigh-North-Carolina-reduces-IT-service-desk-costs-by-66-with-ServiceNow-AI-agents/default.aspx" }, { "id": "https://agentsightings.com/case/engine-travel-agent-eva-handles-cancellations.html", "url": "https://agentsightings.com/case/engine-travel-agent-eva-handles-cancellations.html", "title": "A business-travel platform's agent cancels bookings for people", "content_text": "Engine's agent Eva handles hotel, flight and car-rental changes by chat and voice. Salesforce says it resolves 50% of chat inquiries, cuts handle time 15% and raises CSAT 16%. Engine's team handles 800,000+ requests a year. Vendor-published, June 2026.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Travel & Booking", "Eva (Agentforce)" ], "external_url": "https://www.salesforce.com/customer-stories/engine/agentic-service/" }, { "id": "https://agentsightings.com/case/ulta-ai-shopping-assistant-triples-conversion.html", "url": "https://agentsightings.com/case/ulta-ai-shopping-assistant-triples-conversion.html", "title": "A beauty shopping assistant that skips the search filters", "content_text": "Ulta Beauty's AI shopping assistant, built with Gemini Enterprise, turns conversational questions into recommendations across 30,000 products. Google says digital sales conversion is up three-fold. Vendor-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Shopping", "Ulta AI shopping assistant (Gemini Enterprise)" ], "external_url": "https://cloud.google.com/blog/products/ai-machine-learning/welcome-to-gemini-at-work-2026" }, { "id": "https://agentsightings.com/case/banco-hipotecario-dynabot-case-creation-80-percent.html", "url": "https://agentsightings.com/case/banco-hipotecario-dynabot-case-creation-80-percent.html", "title": "A bank's bot opens the support case for you, 80% faster", "content_text": "Microsoft says Banco Hipotecario's DynaBot, built in Copilot Studio with Dynamics 365, captures a customer's issue and creates the incident in Dataverse, cutting average case-creation time by 80% against manual handling. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "DynaBot (Copilot Studio)" ], "external_url": "https://www.microsoft.com/en/customers/story/26969-banco-hipotecario-github-copilot" }, { "id": "https://agentsightings.com/case/barclays-claude-sorts-global-markets-emails.html", "url": "https://agentsightings.com/case/barclays-claude-sorts-global-markets-emails.html", "title": "A bank's assistant sorts client emails and answers 16,000 colleagues", "content_text": "Anthropic says Barclays uses Claude to classify incoming client emails in Global Markets and choose the right processing route. Its Colleague Knowledge Assistant, live since 2025, has 16,000+ users and over a million searches. Barclays expects Claude Code use by 50% of developers by end of 2026. Vendor-published.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Finance", "Claude (Barclays knowledge assistant, email triage)" ], "external_url": "https://www.anthropic.com/news/barclays-scales-claude" }, { "id": "https://agentsightings.com/case/druva-druai-resolves-cyber-recovery-issues.html", "url": "https://agentsightings.com/case/druva-druai-resolves-cyber-recovery-issues.html", "title": "A backup firm's agent resolves up to 63% of issues on its own", "content_text": "AWS says Druva's DruAI agent, in use for 3,000+ customers, solves up to 63% of issues without human intervention and speeds up resolution by up to 58%. Vendor-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "DevOps & Infra", "DruAI (Druva)" ], "external_url": "https://aws.amazon.com/blogs/machine-learning/amazon-bedrock-agentcore-and-claude-transforming-business-with-agentic-ai/" }, { "id": "https://agentsightings.com/case/stoel-rives-legora-firmwide-after-pilot.html", "url": "https://agentsightings.com/case/stoel-rives-legora-firmwide-after-pilot.html", "title": "A US law firm adopts Legora firmwide after a 100-lawyer pilot", "content_text": "Stoel Rives announced it is deploying the legal AI platform Legora across the whole firm, following a pilot with more than 100 lawyers.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Research & Data", "Legora" ], "external_url": "https://www.stoel.com/insights/pressreleases/stoel-rives-deepens-its-ai-strategy-by-deploying-legora-firm-wide" }, { "id": "https://agentsightings.com/case/texas-dps-agent-sheri-licence-help.html", "url": "https://agentsightings.com/case/texas-dps-agent-sheri-licence-help.html", "title": "A Texas licensing agent answers in English and Spanish, any hour", "content_text": "Texas DPS launched 'Sheri', an Agentforce agent on chat and voice that answers licence questions and guides people through renewals, ID replacement and appointments. It went from idea to launch in 90 days, handled 5,000+ chats in week one, and the agency reports 105% more people assisted than last year.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "Agent Sheri (Agentforce)" ], "external_url": "https://www.salesforce.com/customer-stories/texas-dps/" }, { "id": "https://agentsightings.com/case/openclaw-alfred-personal-os-over-telegram.html", "url": "https://agentsightings.com/case/openclaw-alfred-personal-os-over-telegram.html", "title": "A Telegram butler for health, money and the lights", "content_text": "Ganesh Gunasegaran ran an OpenClaw agent named Alfred on a Mac Mini through Telegram: morning briefing, supplement reminders, email scanning, spending tracking, bedroom lights and weekly life reviews. He has since stopped running it and warns about OpenClaw skill security.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "OpenClaw (Alfred)" ], "external_url": "https://itsgg.com/blog/2026/02/01/personal-os-with-an-ai-agent/" }, { "id": "https://agentsightings.com/case/lilo-telegram-assistant-photos-receipts-reminders.html", "url": "https://agentsightings.com/case/lilo-telegram-assistant-photos-receipts-reminders.html", "title": "A Telegram assistant for calories, receipts and reminders", "content_text": "The creator of Lilo, an open source assistant that lives in Telegram, uses it to track calories from food photos, turn a voice note into a TODO, remind him when a game starts, and file a forwarded Uber receipt for a work reimbursement. It also works by email and WhatsApp.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "Lilo" ], "external_url": "https://news.ycombinator.com/item?id=48237730" }, { "id": "https://agentsightings.com/case/weston-florida-city-hall-voice-agent-permits.html", "url": "https://agentsightings.com/case/weston-florida-city-hall-voice-agent-permits.html", "title": "A Florida city with 13 staff answers its phones with a voice agent", "content_text": "EffiGov says Weston, Florida, a city of 68,000 with 13 direct employees, moved its City Hall line to voice AI on September 16, 2026. In the first month it answered 6,700+ calls and read 890+ permit records live from Accela. Vendor press release, 28 October 2026.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Customer Support", "EffiGov voice agent (Accela)" ], "external_url": "https://www.effigov.com/news/weston-fl-launch-2026" }, { "id": "https://agentsightings.com/case/keepard-agents-build-family-finance-app.html", "url": "https://agentsightings.com/case/keepard-agents-build-family-finance-app.html", "title": "A CTO built his family's finance app with coding agents in nine days", "content_text": "Rodion says he built Keepard, an open-source household finance app, in nine days with Codex then Claude Code: 643 commits, 446 prompts. It pulls bank data across countries, classifies spending and asks in Telegram when unsure. Real cost to him: a $100/month subscription, about EUR 10/month to run. Self-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Home & Family", "Claude Code / Codex" ], "external_url": "https://dev.to/rodik/i-built-a-self-hosted-family-finance-app-with-claude-code-in-9-days-heres-what-it-cost-and-what-i-2nl2" }, { "id": "https://agentsightings.com/case/ogier-harvey-legal-research-and-drafting.html", "url": "https://agentsightings.com/case/ogier-harvey-legal-research-and-drafting.html", "title": "A 500-lawyer offshore firm rolls out Harvey firmwide", "content_text": "Law firm Ogier has deployed Harvey across its 13 offices and 500-strong legal team after a firmwide pilot, for document analysis, legal research, drafting and knowledge retrieval, under its existing governance framework.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Research & Data", "Harvey" ], "external_url": "https://www.ogier.com/news-and-insights/news/ogier-expands-its-ai-enabled-legal-service-offering-with-the-adoption-of-harvey/" }, { "id": "https://agentsightings.com/case/rook-open-source-assistant-5-dollar-vps.html", "url": "https://agentsightings.com/case/rook-open-source-assistant-5-dollar-vps.html", "title": "A $5 VPS assistant that lives in Telegram and runs a morning briefing", "content_text": "Michal Kraus open-sourced Rook, which runs on a $5 VPS. It manages Google Calendar, triages Gmail, controls Spotify and a TV, sends a 7am briefing and 15-minute reminders, and remembers preferences. He has used it for several months. Self-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Personal Assistant", "Rook (open-source assistant)" ], "external_url": "https://dev.to/michal_kraus_151c2a53e667/i-built-an-open-source-ai-assistant-that-actually-runs-my-day-heres-the-architecture-24b3" }, { "id": "https://agentsightings.com/case/banner-health-voice-agents-patient-scheduling.html", "url": "https://agentsightings.com/case/banner-health-voice-agents-patient-scheduling.html", "title": "24/7 phone agents schedule primary-care visits", "content_text": "Banner Health selected ElevenLabs voice agents to answer patient calls around the clock with no hold queue, schedule, reschedule and cancel appointments directly in its electronic medical record, and warm-transfer to staff with call context when a human is needed.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Travel & Booking", "ElevenAgents (ElevenLabs)" ], "external_url": "https://elevenlabs.io/blog/banner-health" }, { "id": "https://agentsightings.com/case/sompo-10000-custom-agents-document-search.html", "url": "https://agentsightings.com/case/sompo-10000-custom-agents-document-search.html", "title": "10,000+ custom agents for a Japanese insurer's staff", "content_text": "Google says SOMPO, a Japanese insurer, built more than 10,000 custom agents across its 34,000 employees for tasks like document search and summarisation. Its engineers also cut development time for new models from a week to a day. Vendor-reported.", "date_published": "2026-10-29T09:00:00Z", "tags": [ "Knowledge & Notes", "Gemini Enterprise agents" ], "external_url": "https://cloud.google.com/blog/products/ai-machine-learning/welcome-to-gemini-at-work-2026" }, { "id": "https://agentsightings.com/case/robots-folding-napkins-for-din-tai-fung.html", "url": "https://agentsightings.com/case/robots-folding-napkins-for-din-tai-fung.html", "title": "Robots folding napkins for Din Tai Fung", "content_text": "Dyna Robotics has robots doing the napkin folding for restaurant chain Din Tai Fung, and the customer is reportedly asking for more of them. The bar Dyna is chasing before it scales up is about 99.9% reliability, because a robot that only gets it right most of the time still needs someone watching it.", "date_published": "2026-10-19T09:00:00Z", "tags": [ "Automation", "Dyna Robotics" ], "external_url": "https://www.zerohedge.com/technology/btig-spots-real-world-evidence-humanoid-robots-are-entering-workforce" }, { "id": "https://agentsightings.com/case/ai-welding-robots-rented-as-a-service.html", "url": "https://agentsightings.com/case/ai-welding-robots-rented-as-a-service.html", "title": "AI welding robots rented out as a service", "content_text": "Path Robotics puts its own AI-driven welding robots into factories, with about 50 manufacturing customers so far. Instead of a big upfront purchase, customers pay for them as Robotics-as-a-Service, so the savings start straight away and Path carries more of the risk if the robots underperform.", "date_published": "2026-10-19T09:00:00Z", "tags": [ "Automation", "Path Robotics" ], "external_url": "https://www.zerohedge.com/technology/btig-spots-real-world-evidence-humanoid-robots-are-entering-workforce" }, { "id": "https://agentsightings.com/case/xstate-migration-with-looked-up-docs.html", "url": "https://agentsightings.com/case/xstate-migration-with-looked-up-docs.html", "title": "XState migration with looked-up docs", "content_text": "Kent had Cursor look up XState migration docs, plan the upgrade, and migrate about 200 lines of recorder state-machine code carefully in a fresh conversation.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Software Development", "Cursor" ], "external_url": "https://kentcdodds.com/blog/how-i-used-cursor-to-migrate-frameworks" }, { "id": "https://agentsightings.com/case/write-schedule-and-track-social-posts-daily.html", "url": "https://agentsightings.com/case/write-schedule-and-track-social-posts-daily.html", "title": "Write, schedule and track social posts daily", "content_text": "One practitioner notes that someone assembled the agent on CreaoAI. It writes the business social posts, schedules them daily, and tracks performance metrics automatically, running every day with no further input after setup. The agent covers the full daily workflow in 12 minutes, reclaiming 4 hours per day or 1,460 hours a year compared to manual work.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Knowledge & Notes", "Custom agent" ], "external_url": "https://x.com/Sonofpeace0001/status/2068205297244553505" }, { "id": "https://agentsightings.com/case/write-review-and-document-code-across-a-product-x27-s-prs.html", "url": "https://agentsightings.com/case/write-review-and-document-code-across-a-product-x27-s-prs.html", "title": "Write, review and document code across a product's PRs", "content_text": "One practitioner notes that according to founders, Devin is responsible for handling all ChatPRD PRs and is the top contributor to Gumroad's merged PRs, which includes over 1,500 PRs.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Software Development", "Devin" ], "external_url": "https://www.lennysnewsletter.com/p/a-free-year-of-devin-the-worlds-first" }, { "id": "https://agentsightings.com/case/write-design-and-post-social-content-from-a-google-sheet.html", "url": "https://agentsightings.com/case/write-design-and-post-social-content-from-a-google-sheet.html", "title": "Write, design and post social content from a Google Sheet", "content_text": "Observed in the wild: the setup starts with one Google Sheets row carrying the post idea, audience and tone. In Make, the flow uses OpenAI to write a caption, produces an image with DALL·E or another image model, uploads that image to Cloudinary, writes the assets back to the sheet, then sends a Slack approval notice before Buffer publishes the post; the person checks the caption and image in Slack and approves it. The poster says it turns a sheet row into a published social post inside two minutes and can handle the caption, image and posting end to end.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Media & Content", "Make" ], "external_url": "https://www.reddit.com/r/automation/comments/1ghtfn4" }, { "id": "https://agentsightings.com/case/write-essays-with-research-and-section-feedback.html", "url": "https://agentsightings.com/case/write-essays-with-research-and-section-feedback.html", "title": "Write essays with research and section feedback", "content_text": "Teresa Torres drafts outlines with Claude Code in VS Code, asks it to improve hooks, add cited research, and review each section as she writes.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Research & Data", "Claude Code" ], "external_url": "https://www.lennysnewsletter.com/p/everyone-should-be-using-claude-code" }, { "id": "https://agentsightings.com/case/write-end-of-sprint-changelogs-from-completed-tickets.html", "url": "https://agentsightings.com/case/write-end-of-sprint-changelogs-from-completed-tickets.html", "title": "Write end-of-sprint changelogs from completed tickets", "content_text": "One practitioner notes that the PM set up a recurring Claude Cowork task that runs every two weeks. Through MCP connections, Claude reads completed Linear issues, decides which ones are user-facing, sketches changelog copy from ticket descriptions and comments, publishes it, and then chooses whether the release also merits an email and in-app notification; the PM says they usually just review and send it. It replaced about an hour of manual work each sprint, and the PM says the writing is better because Claude includes details they used to skip.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Email & Inbox", "Claude Cowork" ], "external_url": "https://www.reddit.com/r/ClaudeAI/comments/1rvw4jg/cowork_replaced_an_hour_of_my_most_hated_pm_task" }, { "id": "https://agentsightings.com/case/write-better-css.html", "url": "https://agentsightings.com/case/write-better-css.html", "title": "Write better CSS", "content_text": "From the linked report, claude Code shows up in a write-up about write better CSS. The linked post is the primary source for steps and outcomes.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Design & Creative", "Claude Code" ], "external_url": "https://github.com/stolinski/css-mcp" }, { "id": "https://agentsightings.com/case/write-a-parking-ticket-appeal-that-got-dismissed.html", "url": "https://agentsightings.com/case/write-a-parking-ticket-appeal-that-got-dismissed.html", "title": "Write a parking ticket appeal that got dismissed", "content_text": "Observed in the wild: the poster fed ChatGPT-4 the specifics of a $75 street-sweeping ticket, the city sewage project that had pushed parking more than a mile away, and the fact they were sick and forgot to move the car. ChatGPT drafted a polite but firm email to the city council; the poster edited hallucinated details, sent it themself, and then heard back from the city manager and maintenance head. The city manager replied the next day, and the head of maintenance said the ticket was dismissed with no further action required.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Productivity", "ChatGPT" ], "external_url": "https://www.reddit.com/r/ChatGPT/comments/1d9schk" }, { "id": "https://agentsightings.com/case/write-a-linux-kernel-improvement.html", "url": "https://agentsightings.com/case/write-a-linux-kernel-improvement.html", "title": "Write a Linux kernel improvement", "content_text": "A published walkthrough shows according to the headline, Linus Torvalds is working on a large patch for the Linux kernel powered by Claude Code.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Software Development", "Claude Code" ], "external_url": "https://news.ycombinator.com/item?id=50050367" }, { "id": "https://agentsightings.com/case/write-meta-campaign-copy-as-a-senior-copywriter.html", "url": "https://agentsightings.com/case/write-meta-campaign-copy-as-a-senior-copywriter.html", "title": "Write Meta campaign copy as a senior copywriter", "content_text": "From the linked report, the poster gave Manus a single prompt to act as a senior direct-response copywriter for a fictional Meta campaign for a 12-week Python bootcamp, with a target audience, lead goal, and three required ad angles. Manus returned three Facebook ad variations with headlines, primary text, a CTA, and visual creative suggestions; the person’s role was just to frame the brief and judge the output from the generated example shown. The post says the copy was generated instantly, and The builder thought the pain-point ad was genuinely impressive because it matched Meta ad structure and added creative direction.", "date_published": "2026-10-15T09:00:00Z", "tags": [ "Productivity", "Manus" ], "external_url": "https://www.reddit.com/r/ManusOfficial/comments/1q0w9ii/i_used_manus_to_act_as_a_senior_copywriter_for_a" } ] }