How ProposAI Compresses a 3-Hour Proposal Into 30 Seconds

Freelancers and agencies lose more deals to slow paperwork than to bad pricing. That was the insight that shaped ProposAI: a production AI system that takes a project description and, in roughly 30 seconds, generates a fully-formatted, client-ready proposal — matched to tone, scope, and industry.

Under the hood, ProposAI is a showcase of what happens when Epoch Research's language model integration work meets Epoch Labs' product engineering discipline. The generation pipeline doesn't just draft text — it structures pricing tables, scopes of work, and legal boilerplate contextually, then hands off to our smart contracts engine to generate NDAs and service agreements from the same underlying data.

From there, the client portal takes over: a secure, no-signup-required link where clients can comment, negotiate, and e-sign — with real-time analytics telling the sender exactly when a proposal was opened, which section held attention longest, and when it converted to a signature.

Since launch, ProposAI has powered 2,400+ proposals, with users reporting 92% faster win-rates and an average proposal turnaround of just 30 seconds. It's a small, focused proof point of the Epoch thesis: research-grade intelligence, shipped as a product people actually use every day.