Talk notes
Five years is a useful horizon for forward-looking talks. It's long enough that real structural shifts compound. It's short enough that today's decisions matter. Our argument is that the structural shift now underway in venture sourcing is from deck-led to data-led, and that by 2031 the pitch deck will be a confirmation document, used to verify thesis fit and to communicate already-formed conviction, rather than a sourcing artifact used to discover companies in the first place.
The transition plays out in three phases. Phase one, 2026-2027, is the early-adopter phase. A small set of solo investors and small funds adopt agent-driven sourcing because they have the most to gain, they don't have an analyst pool to compete with. Phase two, 2028-2029, is the early-institutional phase. Mid-size funds adopt because they're losing deals to fast-moving solo investors who saw the signal earlier. Phase three, 2030-2031, is the institutional consolidation phase. Large institutional funds either build internal data infrastructure or buy a vendor that has it. By 2031 the deck-led-only fund is a marginal archetype.
The new fund archetype that wins in this regime is small, fast, agent-equipped, and sector-focused. Three partners, one quantitative engineer, four agent-driven workflows, all focused on two-to-three sectors at most. Total fund size €30m-€80m. Headcount under 10 humans. Fundraise pace 6-8 deals per year. The advantage is not capital, large funds will always have more capital. The advantage is speed of conviction. When you can form conviction on a fundraise 31 days before the deck is ready, you can lead a round before the larger fund has even seen the deal.
For limited partners, this matters allocationally. The fund archetypes that win on speed of conviction will deliver returns differently than the legacy archetypes. LPs who allocate exclusively to large brand-name funds in 2026 are likely to underperform LPs who allocate 20 percent to small data-equipped funds. The shift won't be visible in the returns until 2029-2030, but the allocation decision has to be made now.