Capital & Risk Markets
The Technology Has Changed. Investor & Cyber Risk Due-Diligence Must Too.
Physical AI, Robotics, and Autonomous Systems (PAI-RAS) represent a fundamentally different class of technology risk. These systems integrate Hardware, Firmware, AI inference, and real-world actuation across highly interdependent layers — each carrying its own distinct risk surface, and each capable of introducing technical, geopolitical, and regulatory exposure that compounds across the stack.
Conventional due diligence frameworks were not built for this complexity. They were not designed to analyze embedded Firmware, assess AI model provenance, map foreign nexus exposure across a twelve-layer technology stack, or evaluate compliance against dual-use defense and commercial regulatory standards simultaneously. The result is a due diligence gap — and in PAI-RAS transactions, that gap has material consequences.
The risk spans the entire stack. From Hardware and Firmware through Operating Systems, Middleware, and AI/ML SDKs — encompassing Perception, Planning, and Control — to AI Simulation, Training, and Testing environments, every layer is an entry point. Every dependency is a potential exposure. Every unassessed component is a risk your transaction will carry forward.
How We See What Others Miss
Our Systems Assurance and Technology Diligence frameworks were purpose-built for the complexity of dual-use PAI-RAS technology — delivering institutional-grade visibility across four critical risk dimensions that conventional due diligence routinely overlooks.
Supply Chain Risk: We trace component provenance, map vendor concentration, and identify third-party dependencies across the full technology stack — surfacing exposure that sits below the surface of standard vendor assessments.
Foreign Ownership, Control & Influence (FOCI): We map foreign nexus exposure across ownership structures, key personnel, embedded technology, and supply chain relationships — identifying geopolitical, national security, CFIUS, and export control risks before they become post-close liabilities. Our proprietary risk models are calibrated against high-threat countries and organizations — delivering a level of foreign nexus precision that generic due diligence frameworks cannot replicate.
Cyber Risk: We assess risk across every layer of the technology stack — from Hardware and Firmware through to Cloud Infrastructure and AI Toolchains — providing a system-level view of cyber exposure rather than a point-in-time snapshot of surface vulnerabilities.
Regulatory Risk: Our assessments map against the full spectrum of applicable commercial and defense standards — including NIST SP 800-218, U.S. Interagency Third-Party Risk Management Guidance from the Federal Reserve, OCC, and FDIC, the National Defense Authorization Act, NATO STANAG and AQAP frameworks, and EU-UK directives including NIS2 and the Cyber Resilience Act.
The difference is not just what we assess. It is how deeply we assess it — and the structured, system-level intelligence we produce as a result.
Protecting Capital at the Point of Decision
We do not produce raw audit output. We produce structured, decision-grade intelligence — calibrated for Investment Committees, deal teams, and risk underwriters who need clarity, not complexity.
Venture Capital and Private Equity: Early and growth-stage PAI-RAS companies carry technical and regulatory risks that are rarely visible in standard financial or legal due diligence. We surface those risks before they affect valuation, erode returns, or create post-acquisition remediation costs that were never priced into the deal.
Mergers & Acquisitions (M&A): Technology integration risk in PAI-RAS acquisitions is systemic. Supply Chain dependencies, foreign nexus exposure, and regulatory non-compliance do not disappear at close — they transfer. We ensure your deal team has a complete, system-level risk picture before terms are finalized.
Cyber Insurance: Underwriting PAI-RAS technology without stack-level visibility is underwriting blind. We provide the technical depth and regulatory context needed to accurately assess exposure, set appropriate terms, and avoid the coverage gaps that emerge when policy language meets undisclosed technology risk.
Across all transactions, our structured intelligence strengthens Investment Committee decision-making with clear materiality assessments, informs valuation and pricing adjustments through quantified risk exposure, reduces post-acquisition remediation costs by identifying issues before close, and delivers early identification of FOCI exposure, prohibited technology, and compliance gaps that could trigger CFIUS review, export control violations, or insurance exclusions.
Commercial Sector Technology & Regulatory Due Diligence
National Security Technology & Regulatory Due Diligence
