The strategy driving AI native venture firms
Most are stuck living within the confines of an outdated traditional stack of tools. This library presents a guide to modern systems and the strategies that bring them to life.
Three layers, one operating model.
The library separates the what you install from the how you run from the working components. Each layer is opinionated and sequenced.
Blueprints
The systems, vendors, and data model that form the buildout — from CRM and storage through orchestration and bespoke AI agents.
Playbooks
The strategies that turn the stack into a working firm — sourcing, diligence, portfolio, thematic, and operations, sequenced and opinionated.
Library
The working components that make the playbooks run — prompts, code snippets, skills, automations, and vendor evaluations you reuse daily.
The next decade of venture will be won by the firms that operate like startups themselves.
The firms that win the next decade will have built the layer above the model. Everyone gets the same model. The advantage comes from what you wrap around it — the systems of record, the data spine, the institutional memory that compounds across every deal, every diligence, every portfolio touch.
That compounding is the alpha. A firm that captures its own context pulls further ahead every quarter. A firm that doesn't falls further behind, in plain view.
Built by AI experts for private capital.
The AI Implementations IP Library was developed in house at General Innovation Capital Partners by a team with deep experience at the frontier of AI automations in private capital.
These are not theoretical frameworks. They are the actual tools, prompts, and workflows used day to day by a firm that runs on them, iterated through live production environments and hardened into their final form.
The team is sharing this library because they believe the future of venture capital is data and AI native — and want to raise the bar for everyone.
Ready to see what your firm could be?
Step inside the workspace to pressure test your readiness, explore the blueprints, and put the library to work.