Custom AI & intelligent automation
Custom AI systems built inside your operation.
AI your risk team can sign off on.
The controls that make AI safe to run in a regulated operation — human accountability, audit trails, evaluation, and defenses that hold under scrutiny, with the evidence to prove it.
01 What we deliver
AI governance & assurance, in full.
Governance built into the architecture — not a policy binder bolted on after go-live.
- Human oversight architectureNamed-owner sign-off on consequential output, enforced in the data flow — with every override logged and fed back into the system.
- Audit & traceabilityImmutable audit trails that let any decision be reconstructed end to end — inputs, sources, model, reviewer, and outcome.
- Evaluation & confidenceAccuracy harnesses on your data, confidence scoring on every output, and thresholds that route low-confidence work to people.
- Guardrails & AI securityPrompt-injection defense, output filtering, and data-boundary enforcement — tested adversarially, not assumed.
- Framework alignmentPrograms governed by NIST AI RMF and aligned to ISO 42001 — with documentation your risk and compliance teams can take to an auditor.
02 How it runs
Scoped. Built. Handed over.
Every engagement runs under a master agreement with scoped statements of work — and closes with documentation and knowledge transfer your team owns.
01 · Assess
Map the risk surface
Where AI touches money, members, patients, or reputation — and what failure would look like at each point.
02 · Implement
Build the controls
Oversight gates, audit trails, evaluation, and guardrails implemented in the system itself — enforced by architecture, not policy memos.
03 · Evidence
Prove it continuously
Dashboards, reports, and documentation that answer security questionnaires and audit requests with evidence, not assurances.
Founder-led delivery
Scoped SOW per phase
NDA / BAA / DPA as required
Documented handover
03 The standard
Verification is a primitive, not a feature.
Controls that can be switched off under deadline pressure aren't controls. We build oversight into the architecture itself — so governance holds precisely when the pressure is highest.
04 Related services
Often paired with.
Document intelligence
Dense policies, contracts, and regulatory text turned into structured, queryable, citation-backed answers.
AI strategy & readiness
A sequenced plan for AI in your operation: which workflows, in what order, at what return.
Run AI your auditors will respect.
Bring your risk team's hardest question. We'll show you the architecture — and the evidence trail — that answers it.