Rational Partners published an article detailing a method combining a discussion and an LLM to reverse-engineer and understand distributed systems architecture.

Rational Partners delivers measurable value creation and risk mitigation for technology investments across the UK and Europe. We're the trusted technology partner to VC and PE firms who need experienced technology leadership, delivered fractionally, honestly and fast. When technology can make or break an investment, you need partners who understand both sides of the equation. We speak your language: value creation plans, EBITDA accretion, and de-risking investments, whilst delivering the technical insight that drives confident decisions. What we do: For Investors: Independent technical due diligence and risk assessment using our proven 5P framework (Product, Platform, Process, Protection, People). We've completed 100+ engagements, helping investors identify technology-driven competitive advantages and avoid costly post-investment surprises. For Portfolio Companies: Fractional CTO services that build independence, not dependency. From seed to exit, we provide strategic technology leadership, team development, and board-level oversight without the overhead of a full-time executive hire. Why firms choose us: We're operators, not advisors. Battle-hardened technology leaders who've lived through scaling challenges ourselves. We bring scars, not slides, and deliver clear, actionable insights that enable faster, more confident decisions. Trusted by leading mid-market PE and VC firms including HIG, Maven Capital Partners, and Mercia Ventures. Shortlisted for Real Deals Technology and Cyber Security Provider of the Year 2026.

Founded 2021