AI Advisor Retainer
For organizations with active AI initiatives, the retainer provides ongoing strategic guidance that maintains Mathematical Autopsy's discipline over time. This is where MA's value compounds — catching drift, recalibrating strategy, and keeping your AI program on a deterministic track.
Who It's For
- Organizations with one or more active AI initiatives that need ongoing alignment
- Teams managing multiple AI workstreams that require structured prioritization
- Leadership that wants consistent, evidence-based decision support — not ad hoc consulting
How Mathematical Autopsy Applies
The retainer is built on MA's Continuous Enforcement phase — the discipline that keeps everything honest over time:
| MA Function | What Happens in the Retainer |
|---|---|
| Drift Detection | We continuously compare execution against the original strategic model — when reality diverges from plan, we catch it early |
| Assumption Monitoring | The assumptions that grounded your strategy are re-validated as conditions change — markets shift, teams evolve, technology matures |
| Evidence Refresh | Recommendations are updated when new data invalidates or strengthens previous conclusions |
| Gate Enforcement | Phase transitions across your AI portfolio remain evidence-gated — no initiative advances on momentum alone |
This is the engagement where most consulting firms lose rigor. The strategy is delivered, the consultants move on, and execution drifts. The retainer exists specifically to prevent that.
What You Receive
- Monthly strategy sessions focused on outcomes, blockers, and recalibration
- Ongoing decision support for high-impact AI decisions as they arise
- Continuous risk review across active initiatives — adoption, vendor, technical, and organizational risks
- Quarterly performance reviews with formal metrics, status assessment, and roadmap updates
- Annual strategy refresh to recalibrate direction based on accumulated evidence
Operating Cadence
- Monthly — Strategy check-in focused on initiative outcomes and course corrections
- Ongoing — On-demand support for time-sensitive decisions
- Quarterly — Formal review with explicit priorities for the next period
- Annually — Strategic reassessment incorporating everything learned over the year
Why It Matters
AI initiatives are multi-quarter journeys. The decisions that matter most — whether to scale, pivot, pause, or accelerate — happen long after the initial strategy is set. Without ongoing mathematical discipline, organizations revert to intuition-based decision-making exactly when rigor matters most.
The retainer gives you a fractional advisory model that costs significantly less than one failed AI initiative — and it keeps Mathematical Autopsy's guarantees active across your entire AI program, not just during the initial engagement.
Continuous enforcement isn't a luxury. It's where the math pays for itself.