THREE LEVEL OF ENGAGEMENT

AI Spend Exposure Review
Where capital is currently allocated (pilots, tools, vendors, internal builds).
Revenue & EBITDA Mapping
Which initiatives directly tie to measurable revenue lift, cost reduction, or risk control.
Scale-or-Stop Criteria
Immediate decision rules for what should scale, what should pause, what shou

AI Spend Exposure Review
Where capital is currently allocated (pilots, tools, vendors, internal builds).
Revenue & EBITDA Mapping
Which initiatives directly tie to measurable revenue lift, cost reduction, or risk control.
Scale-or-Stop Criteria
Immediate decision rules for what should scale, what should pause, what should be killed.
Governance & Ownership Gaps
Where decision rights are unclear or accountability is missing.
Executive Memo (5–7 pages)
Clear next 90-day execution priorities with capital discipline applied.

Full AI Portfolio Audit
All AI initiatives categorized by economic value and maturity.
Capital Allocation Model
Defined scale-or-stop decision matrix applied across portfolio.
Commercialization Roadmap
30–60–90 day plan to move 1–3 high-potential initiatives into production.
Incentive & Ownership Structure Review
Who own

Full AI Portfolio Audit
All AI initiatives categorized by economic value and maturity.
Capital Allocation Model
Defined scale-or-stop decision matrix applied across portfolio.
Commercialization Roadmap
30–60–90 day plan to move 1–3 high-potential initiatives into production.
Incentive & Ownership Structure Review
Who owns revenue impact. Who owns adoption. Who gets measured.
Board-Ready Executive Briefing
Slide deck summarizing risk exposure, capital concentration, and upside path.

Use-Case Prioritization
Select 1–3 AI initiatives with highest revenue or margin impact.
Experiment-to-Production
Structured 30–60 day cycles with defined metrics and kill criteria.
Capital Reallocation Discipline
Redirect budget from underperforming pilots into validated initiatives.
Ownership & KPI Accountability Mo

Use-Case Prioritization
Select 1–3 AI initiatives with highest revenue or margin impact.
Experiment-to-Production
Structured 30–60 day cycles with defined metrics and kill criteria.
Capital Reallocation Discipline
Redirect budget from underperforming pilots into validated initiatives.
Ownership & KPI Accountability Model
Clear executive accountability tied to measurable economic performance.
Board-Ready Capital Performance Report
Transparent reporting on capital deployed vs. value created.