Portfolio AI Intelligence
See What Your Portfolio
Is Missing.
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.
30+
Combined Years AI & Security
1,000s
Professionals Trained
5
AI Products Shipped
1
U.S. Patent
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.
--> 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.
--> 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
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
Matt Poulton
AI Strategy & Architecture
20 years building ML/AI systems. International counterterrorism for the U.S. government. U.S. patent holder. Led LexisNexis AI transformation — thousands trained. Shipped 5 production AI products solo.
Bryson Loughmiller
AI Security & Red Teaming
10+ years leading security at multi-billion-dollar SaaS platforms. Founder of Petracore, an AI security consultancy. Early leader in AI red-teaming — prompt injection, jailbreaking, adversarial testing.
Book a Portfolio Intelligence Briefing.
Just an honest conversation about what's hiding inside your portfolio — and the fastest path to capture it.