Agent Sightings Real agent use cases

Agents find the exceptions in SAP migration projects

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.

Agent or tool
KTern.AI agents (Amazon Bedrock AgentCore)
Topic
Business & Startups
Reported on
Blog (AWS)
Added
2026-10-29

Why it matters

Small teams wear many hats. Agents that pick up research, admin and operations let a founder spend more time on the work only they can do. It is one of 24 sightings filed under Business & Startups on Agent Sightings (number 12 by interest), and one of 1 involving KTern.AI agents (Amazon Bedrock AgentCore).

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into KTern.AI agents (Amazon Bedrock AgentCore) or any similar agent and adjust the details to your situation.

Scan our ERP data for finance and sales exceptions, group them by cause, and tell me which ones need a person. List what you checked so I can verify it.

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Blog (AWS): https://aws.amazon.com/blogs/machine-learning/how-ktern-ai-built-agentic-ai-for…. Our summary is a paraphrase; details are in the source.

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