Get an evidence-based assessment of one agreed AI agent system or workflow, with a prioritised plan for improvement.

SCOPE Review the existing architecture, agent orchestration and workflow boundaries. Assess reliability and integration risks, task ownership, permissions, code review and validation practices.

DELIVERABLES

Architecture findings tied to observable evidence

Risk and limitation summary

Actionable technical recommendations and a prioritised roadmap

One reproducible check where feasible, or a documented reproduction limit

PROCESS We agree the system, access boundaries and acceptance criteria before kickoff. I lead architecture review and use AI-assisted analysis, testing and documentation. Implementation and production rollout are scoped separately.

Projects start at $600. Remote worldwide; up to 20 hours/week. The listed week covers an initial milestone; final scope and timeline are agreed before kickoff. Share your objective, current tools and the main failure or constraint you want assessed.