AI Integration & Architecture Review
Your LLM agent works in the terminal but breaks in production. Or you're planning an AI integration and don't want to learn where the architecture gaps are through expensive incidents. The 1-day architecture review goes deep into your setup, identifies the highest-risk gaps, and delivers a prioritized written action plan — the same day. No commitment, no contract. Just a focused technical review with a concrete written output.
Who an AI Architecture Review Is Ideal For
- Teams with LLM agents in development that need an external production-readiness check before launch
- Companies with live AI systems running unstably or below expected quality levels
- Engineering teams needing independent architecture validation before a major AI deployment
- Decision-makers who need to understand why their AI project isn't making it to production
How the AI Architecture Review Works
Preparation
BeforeYou send an overview of your current setup beforehand: architecture diagrams, tech stack, known issues, and open questions. I prepare specifically so we don't waste time on basics.
Architecture Deep-Dive
MorningSystematic walkthrough of your AI architecture: orchestration layer, memory and state management, tool layer, evaluation strategy, and observability. We go through all production-relevant areas methodically.
Gap Analysis & Prioritization
AfternoonBased on the deep-dive, we identify the most critical gaps — missing evaluation, inadequate error handling, absent observability — and prioritize by impact and implementation effort.
Written Action Plan
Same DayYou receive a structured written report with prioritized recommendations, concrete next steps, and an effort estimate. Clear enough to work from immediately.
Frequently Asked Questions
Ready for Your Architecture Review?
Book a free intro call. We'll quickly align on your setup and confirm whether the review day is the right next step.