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Don't Deploy Until You Know Where It Will Fail

AI Production
Readiness Audits

Fixed-price diagnostic engagements that expose the gaps in your architecture before regulators or customers do. We score your system. Below 60 is a deployment blocker. Most enterprises score 34.

Engagement Options

Choose Your Diagnostic Depth

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The PRS Assessment

Production Readiness Score

A rigorous 3-week evaluation of your AI infrastructure across 8 critical dimensions. We score your system from 0–100 with a detailed gap analysis and prioritized remediation roadmap. A score below 60 is a deployment blocker.

Full architecture diagram review & threat modeling
8-dimension scoring across Reliability, Security, Observability & Cost
Agent failure mode simulation & chaos testing
Prioritized remediation roadmap with effort estimates
Executive briefing + CTO-ready report
$25,000
Fixed price · 3-week engagement
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High Priority
Financial & Healthcare

Regulatory MRM Gap
Assessment

We simulate an OCC/Federal Reserve SR 11-7 or EU AI Act examination, identifying missing model cards, PII leakage vectors, explainability gaps, and adverse action notice failures — before the actual examiner does.

Everything in the PRS Assessment
Full SR 11-7 / EU AI Act gap analysis
Model card completeness audit (ECOA/FCRA alignment)
PII leakage vector analysis & adversarial probing
Examiner-ready response package & remediation plan
$45,000
Fixed price · 4-week engagement
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The PRS Framework

8 Dimensions. 100 Points. No Guesswork.

Every dimension is scored independently and weighted by enterprise impact. Most clients enter with critical failures in at least 4 of 8 dimensions.

#
DIMENSION
WHAT WE EVALUATE
WEIGHT
01
Reliability
Uptime SLOs, fallback mechanisms, retry logic, circuit breakers
15pts
02
Security
Prompt injection resistance, tool scope, secret exposure vectors
15pts
03
Observability
Distributed tracing, structured logging, agent decision capture
15pts
04
Compliance
Audit trail completeness, model cards, regulatory alignment
15pts
05
Cost Engineering
Token runaway detection, semantic caching, model routing
10pts
06
Orchestration
Agent coordination, conflict resolution, handoff fidelity
15pts
07
Knowledge Freshness
RAG accuracy, data staleness, re-ingestion pipelines
10pts
08
Human-in-the-Loop
Escalation design, override mechanisms, approval gates
5pts

What Score Would Your System Get Today?

Most enterprises don't know. That uncertainty is itself a risk. Book your 30-minute scoping call and we'll give you a preliminary risk profile before the engagement even begins.

Schedule Your Audit Scoping Call →