day10 / our work.
DealPilot
AI gives every investor the same thinking tools. It does not give them the same memory.
Fintech
/01
Client
Cold Start is an innovative VC firm focused on building and investing in generation-defining companies. The firm operates beyond capital – embedding operators and resources alongside founders from early stage through growth.
Cold Start has helped create more than $2B in enterprise value, backed by funds including General Catalyst, Village Global, Founders Fund, and SoftBank.
/02
Challenge
01
Investment teams don't lack tools — they lack a system that thinks
Decks, transcripts, memos, CRM data, Slack threads: the information exists, but it lives in fragments
02
Existing solutions are deal-centric and workflow-driven — they store, they don't reason
What DealPilot needed wasn’t another layer on top of fragmented infrastructure and documents scattered across multiple systems.
/03
Solution
Investors can ask: "Give me a first glance on Company X", "Prep me for tomorrow's IC", "What risks are emerging across the portfolio?"
Research is the entry point. Structure appears only when needed.
Traditional tools assume structure precedes intelligence: you log a deal, fill in the fields, move on. DealPilot works the other way: intelligence generates structure.
Every memo, call transcript, passed deal, and internal debate feeds a persistent reasoning layer that compounds over time.
Past decisions inform current ones. And the firm's collective judgment doesn't walk out the door when a team member does. But perhaps the most underleveraged asset in venture is the relationship layer: who knows whom, strength of connection, shared history, reference calls.
DealPilot embeds this context directly into research, so relationship intelligence compounds alongside deal intelligence.
/04
Impact
We built an AI-first system that turned fragmented research into compounding institutional intelligence — the kind that survives team changes, scales across deals, and gets smarter over time. Less time on documents. More time on decisions
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Before
After
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Team snapshot
AI-Augmented Senior Pod
2 FTE
+
Traditional build would require
7-8 FTE
Building from zero or transforming existing operations? Time to claim your unfair advantage
