Strategic AI Advisory & Fractional AI Leadership
Board briefings, strategy, prioritization, ROI modeling, and vendor evaluation.
AI Advisory &
Governance
Enterprise AI, governed and in production.
Most AI pilots never ship. We bring the strategy, architecture, and governance that move AI from experiment to trusted, auditable operation.
The
problem
AI needs operating discipline.
Without governance, AI becomes expensive experimentation. I&I helps make it usable, accountable, and production-ready.
70%of AI pilots
never reach production
18 monthsaverage
time to first AI value
3×cost overruns
without governance
3–12week typical
engagements
Four
pillars
Strategy, architecture, governance, enablement.
AI Design & Architecture
Data readiness, lakehouse and platform design, reference architectures, and build-vs-buy guidance.
Security & Governance
Model risk, bias and fairness testing, compliance readiness, audit documentation, and incident playbooks.
Operating Model & Enablement
Center of Excellence design, MLOps governance, FinOps, and executive AI literacy.
How we
engage
Vision to value in weeks, not months.
6 Hours
Discovery
3 Days
Technology Assessment
12 Weeks
MVP
6 Months
AI application dev and production
Governed agents that reason, plan, and act with full auditability.
Control-tower reasoning verifies facts, plans execution, and self-corrects. Organizational awareness keeps policies, roles, and escalation paths visible.