AI Strategy & Readiness For Regulated Enterprises
Most AI initiatives fail at the execution layer burdened by unmanaged risk, unclear ROI, and brittle architecture. We deliver structured, audit-ready AI roadmaps tied directly to operating KPIs, built by the engineering teams that deploy them.
01. Discover
Opportunity Assessment
What we audit
- Operational process surface area and manual review bottlenecks
- Data readiness, provenance, and sovereign security controls
- Realistic competitive benchmarks (distinguishing press releases from actual capability)
Deliverables & verification
- Prioritized Opportunity Backlog tied to $ ROI estimates
- Honest Organizational Readiness Score
- Bounded Pilot Roadmap with explicit kill-criteria
2–4w
Engagement length
02. Architect
AI Roadmap & Governance
1 named
Owner per initiative
How we plan
- System architecture designed to fit existing stack without rip-and-replace
- Embedded compliance posture, audit trails, and data isolation
- Defined kill-criteria and KPI baselines before code is written
Deliverables & verification
- Technical Architecture & Data Lineage Diagram
- Governance & Policy Enforcement Matrix
- Bounded Implementation Plan
03. Lead
Embedded Fractional CAIO
Scope & leadership
- Board briefings and capital allocation advisory on AI bets
- Technical build vs buy analysis and vendor audit
- Led by verified enterprise practitioners
Deliverables & verification
- Quarterly Portfolio Governance Reviews
- Vendor Contract & IP Audits
- Internal Team Handoff & Independence Plan
1–2 d/wk
Engagement cadence