Vendor-governance system of record + dispatch layer for regulated services. Two operational verticals. One platform. Patent filed.
$50B in annual professional-services procurement runs on phone calls, email chains, and default vendor relationships - in legal, insurance claims, and construction. AI assistants (Claude, Microsoft Copilot, Procore Copilot) are about to be everywhere, but they have no way to actually dispatch this work. Scope is what their AI calls to hire vendors. Faire did this for wholesale. Plaid for banking. Stripe for payments. Three regulated industries, no incumbent, 18-24 month window.
Lawyers email a default agency for depositions. Take whoever responds first. No price comparison. No alternative.
Type into Claude. Instant quote returned. Award. Calendar syncs. Status streams back. Transcript auto-routes to DMS. One AI workflow, start to finish.
Panel coordinator chases IMEs across email. Three days, fourteen emails, two missed deadlines. 4-week wait for a Sacramento ortho.
Adjuster types into Microsoft Copilot. Instant quote with availability. BAA active. Carrier pays only on completed exam. Outcome graph compounds.
The marketplace is the wedge. The fintech stack is the business.
Pure marketplaces hit revenue ceilings. The companies that broke through and reached generational scale all stacked embedded payments + financing + data products on top of the marketplace mechanic. Faire's Net-60 financing is 10% of their revenue. Bill.com generates80%+ of $1B revenue from payment-attached fees. Plaid does $700M ARR purely on per-API-call pricing.
Scope follows the same playbook in three regulated verticals where the data moat is impossible to replicate from outside. Verified completed work + paid-on-time history is exactly what underwrites embedded payments and receivables financing. Vendor procurement infrastructure generates the data. The financing layer monetizes it. $1.5T in receivables float across the three industries is functionally undigitized today.
Anthropic shipped Model Context Protocol late 2024. OpenAI + Microsoft Copilot adopted it 2025. Every major AI assistant is now a potential dispatcher. Distribution surface that didn't exist 18 months ago.
Sierra hit $20M ARR in 12 months on outcome credits. Cursor charges $200/mo Ultra reselling Anthropic at margin. Brightflag ($25-200K/yr SaaS) is being eaten by Crosby on outcome-metered models.
Faire ($12.4B), Toast ($14B), Tipalti ($8.3B), AvidXchange ($5B IPO) - vertical-fintech is consistently outperforming horizontal payments. The data moat is impossible to replicate from outside.
Jack Gillen - built three prior companies. Solo founder. Patent filed in personal name. Network access in legal (PI partner network) and construction industry through family. C-Corp formed via Stripe Atlas. Hiring four engineers + GTM lead + compliance lead post-seed.