Securing Institutional Knowledge: Why Y Combinator Is Asking for Exactly What RECO Does and What That Means for Private Equity

In its Request for Startups list for Summer Batch 2026, Y Combinator explicitly names one of the most important topics of our time: the loss of institutional knowledge. That is exactly what we work on at RECO.

A large share of the relevant knowledge in a company is undocumented. According to a YouGov survey for Panopto, around 42% of company-specific knowledge is tied to individuals and unavailable to others. It lives in meetings, in customer relationships, in well-rehearsed workflows, in the onboarding of new colleagues and therefore in the heads of individual people. The moment those people leave, the knowledge leaves with them.

For private equity firms and their portfolio companies this is not an abstract risk, it is a direct lever on valuation. The consequences of missing institutional memory are always the same: high dependency on key people, inefficient patterns no one notices, improvements that are never implemented, expensive, perpetually rebuilt onboarding processes, and, in the end: a lower exit valuation

In the era of AI automation and AI agents, an institutional knowledge archive decides whether AI can do anything useful in the company at all. Those who own this archive can use AI meaningfully. Those who do not, only automate their gaps.

This is exactly where RECO comes in. We turn conversations, employee conversations, jour fixes, decision rounds, handovers, into a structured, searchable knowledge base for the company. Context-rich preparation, AI guidance during the conversation and consistent follow-up make sure knowledge is no longer tied to individual people but becomes part of the organization.

What sets RECO apart in the market is the combination of three things: a product that managers actually use daily, a rigorous implementation of human-in-the-loop principles and an architecture that builds in privacy and auditability from the start, instead of retrofitting them later.

For private equity firms this concretely means: less key-person risk in portfolio companies, faster onboarding after acquisitions, cleaner handovers in leadership changes and a robust knowledge foundation on which AI agents can sensibly operate in the first place. This has a measurable effect on operational efficiency and therefore on exit valuation.

We are currently looking for a select group of private equity partners who want to build a structural advantage over the next years by tailoring RECO together with us to the needs of their portfolios.

If that sounds like your 2026 agenda: let's talk.