See What Your Portfolio Is Missing.
Before Your Competitors Find It.
Two senior architects — 30+ combined years across AI, security, defense, and enterprise — embedded inside your portfolio companies to find what's not visible from the boardroom.
The Process
How We Find What Others Miss
Portfolio-Wide Technical Discovery
We embed with each portfolio company — not surveys, not questionnaires. Hands-on technical research by senior architects who have built and shipped AI systems across defense, fintech, healthcare, SaaS, and manufacturing. We see what generalists miss.
--> Know exactly what each company has
Opportunity Mapping & Risk Assessment
A ranked map of AI opportunities per company: revenue upside, cost savings, competitive urgency, and implementation complexity. Plus the security gaps in AI tools your teams are already using without governance or oversight.
--> Prioritized playbook per company
Execution Roadmap & Enablement
90-day action plans per company, hands-on workshops for technical and non-technical teams, and AI red team exercises. We don't hand you a report and walk away — we help your portfolio capture what we've found.
--> From insight to execution in 90 days
What We Uncover
The Intelligence Gap in Your Portfolio
What your portfolio companies don't know they're missing — and what we systematically find.
Revenue opportunities hiding in unconnected data
Automation potential in workflows costing millions
Competitive threats from AI-native market entrants
Security gaps in AI tools used without oversight
Dormant data assets ready for monetization with AI
Technology decisions being made without AI strategy
AI Strategy & Architecture
Matt Poulton
20 years building ML/AI systems. International counterterrorism for the U.S. government — deploying graph neural networks to identify bad actors crossing borders. Co-inventor on a U.S. patent (USPTO 11,177,937).
Led LexisNexis AI transformation — thousands trained. Shipped 5 production AI products across multiple industries.
AI Security & Red Teaming
Bryson Loughmiller
Built security programs at multi-billion-dollar SaaS platforms. Founder of Petracore — enterprise AI security consultancy.
Conference speaker on AI red teaming & adversarial defense. Resolved 100+ security incidents across enterprise environments.
Book a Portfolio Intelligence Briefing
30 Minutes, No Pitch
Just an honest conversation about what's hiding inside your portfolio — and the fastest path to capture it.