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.
What you get
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.
Reference rate
$750 USD
In exchange for a published case study after delivery. You approve every word before it goes live.
Limited to the first 8 reference engagements. Once filled, the rate moves to $1,250 USD.
Who this is for
- 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.
Not for
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.
Email me to start.
Pay the invoice, complete the intake questionnaire, then book the 90-minute review. I prepare the audit report in the gap and present it on the call. You keep the written plan.
Email Simonme@simonparis.ca