Services

Services for agents, RAG, and production automation

These service pages describe the kinds of delivery work I take on most often: AI agents, RAG systems, and operational automation built for real production environments.

The goal is not generic advisory. The goal is to help teams design and ship systems that remove manual effort, improve retrieval quality, or make operational workflows more reliable.

AI Agents

Custom internal agents for document operations, workflow execution, approvals, and controlled human-in-the-loop systems.

  • Document agents for structured pack generation and approvals
  • Workflow agents that call tools, APIs, and internal systems with guardrails
  • Human-in-the-loop patterns for regulated or high-risk steps

RAG Systems

Enterprise retrieval systems, knowledge assistants, and response-quality work for teams that need grounded answers and lower latency.

  • Knowledge assistants for internal expert queries
  • Retrieval tuning for latency, precision, and grounding
  • Prompt and context orchestration for higher answer quality

Automation Engineering

Production workflow automation, batch tooling, integrations, and operational systems that remove manual coordination and brittle handoffs.

  • Batch process automation and operational tooling
  • Integrations across data sources, internal systems, and reporting layers
  • Workflow hardening for repetitive expert or analyst processes

Do you already have a use case?

If you already have a workflow, bottleneck, or retrieval need in mind, I can help turn it into a technical plan and a production-ready implementation path.