Engineering. Audit. Compliance - one execution plan.
AI Engineering
- Production LLM workflows and enterprise integrations.
- On-prem and hybrid delivery aligned with constraints.
- Performance and cost optimization for inference.
AI Audit
- Evidence and traceability requirements.
- Evaluation methodology and review artifacts.
- Audit-ready reporting artifacts and formats.
Compliance & Governance
- Policies, access control, logging and change management.
- Controls implemented in systems, not slides.
- Governance templates for repeatable rollout.


