I investigate AI assistants and workflows that give inconsistent answers, miss important context, or fail when connected to business systems.

We start with examples of the problem, the intended behavior, and the current setup. I review prompts, information flow, tools, permissions, and handoffs, then agree a focused repair or a longer-term approach.

Deliverables depend on the agreed scope and can include revised instructions, implemented changes, workflow checks, and a practical handover. I use AI-assisted development with hands-on control of scope and changes.

My rate is $100/hour. We agree the scope and timeline before work starts.