Diagnose is the entry. A Gate 0–4 assessment of your current or planned AI system — cascade test, token-budget audit, CLEAR baseline. No commitment to build.
A written scorecard that tells you exactly where your AI system stands — and what to do next.
Walk through your current or planned architecture against the five gates. Flag where you skipped one. State the consequence.
Replay known multi-agent failure modes (MIT/CityU 2026 catalogue) against your system. Find what would break before production does.
Per-stage cost profile. Where you're paying 10x what you should. Tier-routing recommendations.
Your current scorecard across the five dimensions. What's strong, what's weak.
If we'd start over, what would we build? Specific. Concrete. With cost ranges.
What to fix first. What to defer. What to kill.
Discovery workshop · access to your current system (read-only) · stakeholder interviews.
Cascade test · token budget audit · CLEAR baseline · gate-by-gate review.
Written deliverable · walkthrough call · next-step recommendation.
A written scorecard with topology recommendation, cost ranges, and remediation plan. No commitment to build.