Est. 2020
Most relevant for: Private Equity · OEM Boards · Hedge Funds
ADT is technology diligence for automotive — the layer where vendor claims meet physics, incentive structures meet governance realities, and roadmap timelines meet production constraints. It exists because the distance between a technology demonstration and a production-validated solution is where most capital destruction occurs in automotive.
Who This Is For
PE and VC investment committees requiring IC-level judgment on vendor, execution, and dependency risk before capital commitment. OEM purchasing leadership and sourcing boards where supplier selection and sourcing architecture directly shape program outcomes. Hedge fund analysts seeking conviction-grade assessment of technology positioning and supplier trajectory.
The 12 Judgment Modes
Irreversibility & Capital-at-Risk Assessment
What cannot be undone once this decision is made?
Incentive Alignment & Organizational Distortion Analysis
Where incentives quietly break otherwise sound systems.
Execution Realism & Industrial Stress Testing
What breaks when conditions are no longer controlled.
Supplier Fitness, Maturity & Dependency Risk
Who carries execution risk when things go wrong.
Cost Reality & Economic Truth Testing
Whether economics hold beyond spreadsheets.
Make-or-Buy & Structural Sourcing Decisions
Which capabilities must be owned to retain control.
Procurement Architecture & Process Integrity
Whether the procurement process surfaces truth — or filters it out.
Supplier Base Strategy & Risk Containment
Balancing resilience against cost and complexity.
Manufacturing & R&D Footprint Strategy
Where footprint strategy creates hidden execution drag.
Financial, IP & Contractual Risk Exposure
Who ultimately bears liability when systems fail.
Non-Public, Tacit & Provenance-Based Judgment
What cannot be commoditized or automated.
Regulatory, Certification & Market-Access Risk
Whether the path from technical readiness to legal market access survives timeline, cost, and jurisdictional reality.
When ADT Is Most Relevant
- Pre-investment diligence on automotive technology companies where vendor claims require independent validation
- OEM technology selection decisions where multiple vendors present competing approaches to the same problem
- Portfolio company technology pivots where execution risk needs reassessment against revised market timelines
- Post-investment monitoring when technology milestones are missed and root cause analysis requires domain expertise
- Platform architecture decisions where technology lock-in risk extends across vehicle generations
Positioning Summary
ADT is not management consulting. It does not produce strategy decks or market sizing exercises. It is IC-level judgment applied to specific technology questions — the kind of pressure-testing that prevents capital allocation errors by surfacing what vendor presentations, pitch decks, and consensus analyst reports systematically omit.
Boundary Conditions
ADT operates within automotive and adjacent mobility domains. It does not cover pure software companies without hardware integration complexity, consumer internet businesses, or financial services. The value of ADT is highest where technology intersects with manufacturing scale, regulatory frameworks, and multi-year platform commitments — the conditions under which most automotive technology bets succeed or fail.