What it sells
The Control Plane for Enterprise Agents
Business model breakdown
Buyer: who owns the budget?
UnverifiedPlatform/IT, security and AI leaders (builder and user seats bought centrally); enterprise procurement after pilot.
Trigger: what makes them buy now?
UnverifiedAgents give inaccurate or costly answers and security teams need permissioned, audited tool access before rolling out AI.
Workflow: what inputs become what output?
Connect 1,000+ sources, curate tools into department-specific governed MCP servers with scoped tools, enforced instructions and parameters, publish to Claude/ChatGPT/Cursor/Slack, audit and monitor cost-to-accuracy.
Economics: what it saves and how it charges
Enterprise contract priced on builder seats, user seats, data indexing volume and usage-based model tokens; claims -87% context per query.
Distribution: how it reaches customers
Demo-led enterprise sales with time-boxed pilots; cloud multi-tenant, single-tenant or on-prem deployment.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2023 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.