An audit for LLM systems that already broke.
90 minutes. Top three gaps, ranked. A remediation plan you can hand to your team.
You shipped an LLM pipeline. It works in the demo. It fails in ways you can't reproduce. Post-mortems end with "the model did something weird." Each week's report to Risk or your CTO is getting harder to defend.
The STATE Entry Audit is a 90-minute architecture review against the five pillars — Structured, Traceable, Auditable, Tolerant, Explicit. The output is a ranked list of where your system breaks first, and the fix order that protects production while you work.
90-minute architecture review
We walk your system end-to-end against the five STATE pillars. Live. Recorded. Your engineering team is welcome on the line.
Top three production-risk gaps, ranked
Where your system will fail first — and why. Named pillar, named failure mode, named architectural cause. No vague advice.
Remediation plan with proof-of-done
What to fix, in what order, with concrete proof-of-done criteria your team can verify. Delivered as a written document you can hand off to engineering or Risk.
In exchange for a written testimonial after the remediation plan is delivered.
Limited founder slots. Once filled, the rate moves to $1,250 USD.
- You own an LLM pipeline in production. Failures are non-deterministic and post-mortems stall.
- You're under compliance pressure — Law 25, OSFI, EU AI Act — and need an architecture you can defend in writing.
- You want a second pair of expert eyes before the next stakeholder review, not a six-week consulting engagement.
Pre-production prototypes, generic AI strategy reviews, or teams looking for vendor-tool recommendations. This is an architecture audit for systems already in users' hands.
Book a 30-minute discovery call.
We confirm fit, scope the audit, and lock the 90-minute slot. No commitment until both sides confirm.
Book Discovery Call →Or email me directly: me@simonparis.ca