PitchProtocol vs. V7 Go — The Application Should Arrive Structured. Funds Shouldn't Have to Build the Agent Themselves.

What V7 Go actually is

V7 Go is V7 Labs' broader AI agent platform for finance and investment workflows, and the deal-screening agent is one of many purpose-built agents on it (others include operational due diligence, tear-sheet generation, tax compliance, and portfolio reporting agents). The deal-screening agent specifically: it imports pitch decks, business plans, financial models, market research, and team profiles from wherever they're currently stored — including CRMs like Salesforce, HubSpot, and Pipedrive — and screens them against a fund's own investment criteria. Output includes a deal quality score, market opportunity assessment, financial model analysis, team evaluation, portfolio fit score, risk assessment, and an investment recommendation.

V7's own claimed numbers: two to three weeks of traditional screening compressed to two to four hours, an eighty-five percent average time saved, and (from a customer quote) a thirty-five percent productivity increase in the first month of use at one firm. The company also emphasizes enterprise security — no training on customer data, end-to-end encryption, audited access controls — which matters to funds handling sensitive pre-deal information.

It's a serious, well-built product. It's also fundamentally configurable infrastructure: a fund brings it in, sets it up against its own criteria, and maintains it as an internal tool.

What PitchProtocol actually is

PitchProtocol isn't a configurable agent platform a fund sets up and tunes. It's a fixed, shared schema — the same one serving every fund in the network — plus an independent research pipeline that runs automatically on every founder submission, regardless of which fund eventually receives it. A fund doesn't import decks into PitchProtocol and configure scoring criteria; it registers its thesis once, and every matched founder application arrives already structured, already researched, and already scored for alignment against that stated thesis.

Where the two genuinely overlap

Both are attacking the exact same fund-side cost: analyst hours spent on first-pass screening of unstructured materials. Both use AI to extract structured signal (team quality, market size, financial red flags) from decks and financial models that weren't designed to be machine-read. Both report dramatic time compression on the screening step specifically — V7 Go's eighty-five percent figure and PitchProtocol's decision-ready webhook delivery are solving the identical bottleneck from different directions.

Where they actually diverge

Who builds and maintains the agent. V7 Go is infrastructure a fund configures for itself — connecting its own document sources, setting its own scoring criteria, running its own instance. PitchProtocol requires no fund-side configuration of an agent at all; the schema and research pipeline are shared, not built per fund.

What the input looks like. V7 Go's agent screens whatever a fund already has sitting in its CRM or inbox — largely still decks and unstructured business plans, just processed faster. PitchProtocol's input is a structured application from the start; there's no deck being reverse-engineered into structure after the fact.

Single-fund vs. multi-fund. A fund using V7 Go has built a faster version of its own isolated screening process — the founder still had to find and submit to that specific fund first. PitchProtocol's schema serves every fund simultaneously, so a founder's single structured submission is already in front of every matched fund without each one separately importing and screening it.

Two-sided vs. one-sided. V7 Go is exclusively a fund-side tool; founders have no visibility into it and no direct product relationship with it. PitchProtocol is two-sided infrastructure — founders submit through their own MCP server and see their matches; funds receive through theirs.

Which one should a fund actually use

A fund that wants a configurable, general-purpose AI agent platform across its finance and investment workflows — not just deal screening, but tax compliance, operational due diligence, portfolio reporting — and has the internal resources to configure and maintain that instance, has real reasons to evaluate V7 Go; the surrounding agent library extends well past deal flow alone.

A fund whose specific problem is inbound triage volume, and that would rather receive founder applications already structured and pre-researched than build and tune a screening agent internally, is closer to PitchProtocol's model. The two can coexist: a fund could use PitchProtocol as its structured-intake source and still run V7 Go internally for other finance workflows like portfolio reporting or tax compliance.

Skip the cold outreach. Submit one structured application and get matched to every relevant fund in the PitchProtocol network — pre-screened, pre-researched, and delivered directly to fund partners. Apply to the First 100 Founders Cohort →