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Your AI is in production.Prove it.

Independent AI assurance and information systems analysis for US and Canadian teams shipping AI into revenue workflows. Fixed scope. USD. Two weeks. Senior IC only.

Assurance axes

5

Checks per assessment

25

Credentialed · NCA-GENL

NVIDIA GenAI

See proof →
Book a Readiness Diagnosticor see the full assurance ladder

NVIDIA GenAI credentialed · Why teams whose AI can't afford to break hire me

Abyssal TwinReal-time platform
Cloudflare Edge40+ regions
DoD researchUnderwater autonomy
NVIDIA credentialedNCA-GENL
Senior IC onlyNo junior hand-offs
2 engagements / QStrict capacity

Your AI is stuck.

Three failure modes I keep walking into. If any of these sound familiar, keep reading.

It demos. Until real traffic hits.

Latency spikes, retrieval goes stale, agents hallucinate under load. The architecture was never built for production. Only for the demo room.

The token bill outruns the forecast.

No caching, no routing discipline, no eval harness to catch regressions. Every week the bill grows and nobody can explain why.

Senior oversight is missing.

Junior contractors. Junior hand-offs. "We'll fix it in v2." No principal-tier engineer in the room when the architecture decisions get made.

Production evidence

Proof, with the source attached.

One client system and one product I built myself. The labels tell you which is which, and which numbers are benchmarks.

Client system · pro bono

AI-Powered BI with Looker

4dashboards live
89→97%sync accuracy
500+users

AI that gets surfaced in the dashboard. Shipped a Looker suite for a US 501(c)(3) nonprofit running on Salesforce + Looker, that turns raw fundraising operations into one source of truth: incoming anniversaries, active sponsors, newsroom content, and a per-sponsor view the relationship team opens every Monday. RAG pipelines and agents clean and enrich the underlying data at write time; a governed LookML semantic layer keeps every metric defined once. The development director sees the same number the ED sees; the board sees the same number the auditor sees. One artifact everyone trusts, built so the volunteer tech team can extend it in code after I left.

See the evidence

Own product · open-sourced

KYC Copilot

93%time reduction (benchmark)
14 minvs 3.5hr manual
EU-residentFly.io ams

An open-source AI KYC and compliance automation platform. Built as an agentic workflow that runs customer onboarding, document verification, and AML risk assessment end to end: six LangGraph nodes, seven mechanically-enforced invariants, and a guardrail before every human review. Benchmarked to cut a 3.5-hour manual dossier to 14 minutes (93% faster document review), deployed EU-resident on Fly.io Amsterdam for GDPR-aligned data residency.

See the evidence

The nonprofit client system is pro bono. KYC Copilot is my own product, built commercially and then open-sourced; its 93% figure is a project benchmark, not a client production record. No client logo or quote is published without permission.

Engagements

Start with evidence, not a build.

Three ways to work together. Fixed scope, USD, senior IC only. The Diagnostic is credited in full toward any larger engagement within 60 days.

See the full ladder

01 · Front door

Readiness Diagnostic

A scored read of one system, in one week.

Three axes scored, the top five findings, and a 30-day plan. Credited in full toward the full assurance or a fix sprint.

$7,500

Credited 100% within 60 days

1 week

  • Three of five axes scored
  • Top five findings with severity
  • One-page executive summary
  • 45-minute readout with Q&A
  • 30-day prioritized action plan

Best for A team with one system and one urgent question.

Credited 100% toward a Full Production Assurance or Fix Sprint within 60 days.

Book the diagnostic

02 · Flagship

Flagship

Full Production Assurance

A board-ready verdict on whether your AI is production-grade.

All five axes, 25 checks, repeated-run reliability, cost-per-success, and a control matrix. Includes evaluation-harness design and CI/CD installation, plus P0 remediation PRs. A 10–20 page report, a board deck, and a P0/P1/P2 roadmap.

$25,000

2 weeks

  • Five axes, 25 checks, k ≥ 3 runs
  • 10–20 page report + board deck
  • Reliability and cost-per-success analysis
  • Evaluation harness design + CI/CD installation
  • P0 remediation PRs
  • Control matrix (NIST, ISO 42001, SOC 2, EU AI Act)
  • P0/P1/P2 remediation roadmap
  • 60-minute readout + 30-day async

Best for A team scaling, raising, shipping to enterprise, or preparing for an audit.

Scope the assurance

03 · Recurring

Assurance Officer

A senior assurance lead in your corner, 20 hours a week.

Monthly scorecard, architecture review, eval ownership, and incident support. The evidence stays current between engagements.

$20,000/mo

90-day minimum · $24,000 after first renewal

20 h/week · 90-day minimum

  • Monthly scorecard update
  • Architecture and eval review
  • Incident support and postmortems
  • Quarterly board summary
  • Async Slack response within 24 hours
  • Vendor and model evaluation
  • Weekly evaluation and regression review

Best for A team that needs ongoing evidence and senior judgment.

Apply for the seat

How an engagement runs

Three predictable phases. No surprise invoices. No scope creep.

  1. Week 1

    Scope

    Start with the self-serve 5-Axis Scorecard. The 20-minute SOW alignment call uses your score to define one system, the axes in scope, access, success criteria, and the delivery date. No code changes until it is signed.

  2. Weeks 1–2

    Assess

    The harness runs the golden set k ≥ 3 times. Stakeholder interviews, trace review, and document review fill the gaps. Every check gets a score and an evidence link.

  3. Week 2

    Readout

    A 10–20 page report, a board deck, and a P0/P1/P2 roadmap. The 60-minute readout is a decision meeting, not a sales pitch. Fix work is optional and separately scoped.

Anti-promises

What I refuse.

Six lines that protect the work. If any of these disqualifies you, this page just saved us both an hour.

  1. 01

    I refuse hourly billing.

    Fixed scope or a monthly retainer. Always.

  2. 02

    I refuse unguided brainstorming calls.

    Every conversation starts with evidence: run the self-serve 5-Axis Readiness Scorecard or request a 90-second async repository teardown before we scope a $7,500 Diagnostic.

  3. 03

    I refuse more than two concurrent engagements.

    Quality compounds with attention, not headcount.

  4. 04

    I refuse NDAs before a paid Diagnostic.

    After the fee clears, I will sign yours.

  5. 05

    I refuse junior hand-offs.

    I take your engagement, I deliver every line.

  6. 06

    I refuse agency subcontracting or marketplace work.

    Direct contracts only. No markup, no middle layer.

If any of this ruled you out, we saved each other an hour. If it didn't, book the diagnostic.

Now booking · Two engagements + one Officer seat

One week. One scored read.

Book the Readiness Diagnostic: $7,500, credited toward any engagement. Start with the free interactive 5-Axis Scorecard, or request a 20-minute SOW alignment call once your diagnostic score is generated.

Book the diagnostic Run the free scorecard