Pactovio
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Pactovio is a bid agent for technical B2B manufacturers. It learns how a company wins from its HubSpot catalogue and every past proposal in Google Drive, then turns a buyer's RFQ into a priced, cited proposal in the company's own structure and voice. PROBLEM An average RFP takes 33 hours of work (Loopio 2026, 1,533 response professionals). A hardware manufacturer must also pick products, price a bill of materials and plan the installation, and the pre-sales engineers who can do that are few. Public procurement alone is 12.7% of GDP across the OECD (Government at a Glance 2025). HOW IT WORKS 1. Learn: connect HubSpot (products, prices, deal outcomes) and Drive. Muse Spark reads each past proposal PDF natively and builds a Company Brain: section order, voice, payment, warranty and AMC terms, discount pattern, win rate by sector. 2. Receive: an RFQ lands in Gmail (autopilot classifies each email and starts a run on RFQs), or is dropped or spoken into chat. 3. Bid: Muse Wonder runs nine stages as tools: read the pack with page citations, check eligibility, select the solution, price the BoM from the catalogue, design the architecture, place devices on the buyer's floor plan with SAM 3.1, build the compliance matrix, add a labelled concept visual, and strike every claim the evidence does not support. 4. Deliver: a designed proposal, print-ready as PDF. Nothing is sent or submitted without a person's approval. 5. Find work: public tenders get an explainable fit score: 40% capability, 25% track record, 20% eligibility, 15% commercial, computed in code from Muse Spark's structured assessment. Spark web search finds buyers with public buying signals, with source links and drafted outreach. DESIGN PARTNER Rax Tech International, a Chennai maker of e-surveillance and automation systems. Pactovio learned from 45 Rax proposals, 45 HubSpot deals (20 won, 16 lost, 9 open) and a 67-item catalogue. Live run on a 20-page bank RFP for 120 ATMs and 18 branches: "Bid, with conditions", 21 of 25 requirements covered, 25 priced lines (INR 2.47 crore), 15 devices placed on the branch plan, 82 cited claims, 7.7 minutes, $0.41 model cost. REAL INTEGRATIONS, ALL LIVE - Meta Model API: Muse Spark 1.3, Muse Wonder 1.0, SAM 3.1, Muse Image, Muse Voice Transcribe. - Composio OAuth to HubSpot (products, prices, deal outcomes synced), Google Drive (the proposal folder, read PDF by PDF) and Gmail (inbox watched; an RFQ starts a run). - Public tender feeds: EU TED, UK Find a Tender, UK Contracts Finder, World Bank. - Cloudflare Workers, Workflows, D1, R2 and KV, with email sign-in and a private workspace per company. WHO BUYS The sales or pre-sales head at a manufacturer selling into banks, utilities, campuses and public tenders. ENGINEERING 817 tests in 101 files run in GitHub Actions on every push (guards, typecheck, tests). The repo documents the architecture, models, evals and security, with six ADRs. Live: https://pactovio-meta.pages.dev