Eight lenses. One accountable spine from strategy to implementation to automation.
Define the smallest valuable change leadership will defend. Tie every initiative to 2–3 board-level KPIs.
Make trustworthy data show up where work happens: SSOTs, lineage, and governed interfaces.
Pick models by evaluation, not hype. Ship agents with guardrails, tool access, and clear escalation.
Target high-leverage loops. Automate the boring, instrument the rest.
PDPL/GDPR-first. Policy prompts, red-teaming, eval suites, and change control baked into CI/CD.
Embed pods, upskill doers, and reward adoption. AI works when people do.
Meet users where they are. Fast answers with citations and options.
Define success metrics, run weekly evals, and publish dashboards. No black boxes.
From discovery to executive readout in one month.
Discovery & KPI lock-in
Data mapping & risk review
Prototype & eval harness
Executive readout & 90-day plan