Leadership advisory
Start with the people who decide. Then train the people who do the work.
We advise operators, practice leaders, and executives first — so they can place Must Adapt AI with their teams. Not a public workshop. A private working relationship.
Vendor Pitch Teardown & Procurement Defense
Learn to audit third-party vendor claims in 5 minutes. Demand falsifiable benchmark suites instead of subjective marketing slide decks before committing $100k+ in software spend.
Confidential Frontier Model Fluency
Hands-on, laptops-open private sessions with frontier reasoning architectures (Claude 3.7 Sonnet, o3-mini, DeepSeek R1, GPT-4o). Master structured prompting, JSON schema outputs, and multi-step agent chaining.
Shadow AI Containment & Acceptable Use
Blanket AI bans never work—they just push employees to use personal phones. We draft an enforceable, role-specific Acceptable Use Policy that empowers operators while protecting IP.
Falsifiable Quality Gates for Board Reviews
Move past subjective 'looks good' approvals. Establish mathematical quality gates (≥90% precision/recall, <5% critical errors) so you can defend your AI strategy to board members and auditors.
Confidential · NDA standard
Private advisory — then a departmental sprint
Delivered by Must Adapt AI. Leadership gets fluency, vendor defense, and a clear directive. Their teams get the laptops-open sprint. That is the land-and-expand.
Private session
15-minute strategic fit
We review your immediate bottleneck and determine if an executive sprint makes sense.