AI Agents and Workflow Automation

AI Agents and Workflow Automation details

AI Agents · RAG · MCP

AI applications combining models, documents and tool integrations around a defined task.

Approach

I first define the repetitive task and its success criteria. Document-grounded answers through RAG, tool integrations through MCP or APIs, and human approval where needed are designed together. Access permissions, data boundaries and failure cases are part of the scope.

Deliverables

Workflow prototype and integration scope
RAG knowledge base / MCP or API integration
Test scenarios, failure records and usage notes

Expected Outcomes

A process map identifying manual steps and automation opportunitiesDocument answers and tool outputs with traceable sourcesDefined criteria for success, failure and human review

Next Step

If you have a similar requirement, let's define the scope together.

I review the request and come back with a proposed approach and scope.

Get in Touch

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