Services
Three engagement shapes. Each is scoped to a fixed fee after a scoping call, and each ends with something that runs in your environment rather than a document that describes one.
01
AI governance readiness
An inventory of every model, prompt, agent and third-party AI dependency actually in use, classified by exposure. Then the control work: audit trails that let you reconstruct any answer, evaluation against a defined rubric, human approval gates, disclosure controls and transparency obligations.
- Deliverables
- AI inventory and risk classification
- Audit and provenance schema, implemented
- Evaluation harness with a rubric and versioned baselines
- Guardrails, approval gates and disclosure controls
- An evidence pack that the system regenerates on its own
02
LLM systems engineering
Building or repairing the system itself. Retrieval, structured output through forced tool-use, regression evaluation, cost accounting, provider failover, and the tenant boundaries that keep one customer's data away from another's.
- Deliverables
- Retrieval and grounding over your own corpus
- Structured output enforced by schema, not by parsing
- Regression evaluation with tagged baselines
- Per-call cost accounting and provider failover
- Server-side tenant scoping on every model-facing path
03
Data platform engineering
The substrate the controls depend on. Multi-tenant warehouse pipelines, migrations off legacy tooling, role-based access control, row-level security, and append-only audit logging.
- Deliverables
- Pipeline architecture and migration off legacy tooling
- RBAC and row-level security
- Append-only audit logging
- Deterministic anonymisation where data leaves the boundary
- Release discipline with health gates and rollback points
How an engagement runs
- 01Scoping call
- 02Fixed-fee proposal
- 03Build
- 04Evidence pack and handover
Fixed fee after scoping. Everything ships into your environment.
- 01 · Scoping call
- Ninety minutes, no charge. What you have shipped, and what you must be able to prove about it.
- 02 · Fixed-fee proposal
- Scope, price and end state in writing. No day rates, no open-ended retainer.
- 03 · Build
- In your environment, under your access controls, with staged releases.
- 04 · Evidence pack and handover
- The system regenerates its own evidence; your team keeps the keys.
Engagements start with a scoping call. You work with the person who does the work.