Vocion is an open-source Agent Workforce Framework. Define AI coworkers with real roles, onboard them on your systems and know-how, hold them accountable through human review, and manage their performance on a foundation your company owns — instead of renting your workforce from an agent vendor.
MPL-2.0 · Self-hosted · Built for agents that do real work
Most teams can stand up an impressive agent in an afternoon with prompts, APIs, and automation tools. Vocion is built for what comes next — the questions a manager asks on day two:
Agents sprawl across teams as one-off experiments — no owner, no budget, no proof they work. Vocion runs them as staffed, governed roles: named and owned, connected to your systems, routed through review, traced, tested, and measured — each one adding to a context layer your company owns.
Explore the platform| Agent | Systems | Runs | Avg score | Cost | Status |
|---|---|---|---|---|---|
Sales Follow-Up RevOps | HubSpot · Gmail · Zoom | 1,248 | 92% | $418 | Healthy |
Support Reply CX | Zendesk · Docs · Slack | 3,912 | 84% | $763 | Needs review |
Board Reporting Finance | Postgres · Drive | 84 | 96% | $92 | Healthy |
Renewal Risk CS | Salesforce · Gong | 642 | 87% | $211 | Improving |
Your AI coworkers draft, research, summarize, and recommend while your people stay accountable for sensitive, customer-facing work — and every run is fully traceable, so you can stand behind any output to customers, auditors, and leadership.
Trust, review, and observabilityHow often people open a chat window is not the goal — measurable business impact is. Track quality, cost, cycle time, and outcomes per agent, and review every change against a scored dataset before it ships.
Evals and measurementEvery time your team reviews an output, Vocion turns that judgment into approved, reusable learnings — no extra training, no extra work. Your agents compound what your experts know, lifting confidence, alignment, and business value with every run.
The feedback & learning loopOn renewal emails, include open support risks only if they're already visible to the customer.
Vocion is open source under MPL-2.0, so your company can self-host it at any scale, modify it, embed it in your systems, and commercialize what you build on top. Modifications to Vocion's own files stay open when you distribute them; the roles, integrations, and business logic you write in your own files stay yours.
No framework license fees for self-hosting. A commercial license from Metacto covers what the open license doesn't: a Metacto-backed managed service, white-labeling or redistributing Vocion under your own brand, the proprietary enterprise modules, and warranties, SLAs, and support.
Own, extend, and commercializeVocion works best when the first role you staff is a real job your team already does every week.
Drafts follow-ups from CRM context, call notes, and deal stage. Routes to a rep for approval. Measured on quality, response time, and outcomes.
Turns inbound tickets into grounded draft replies. Escalates edge cases. Keeps a human on anything sensitive.
Summarizes calls, extracts decisions, flags risks, creates follow-ups, and updates the systems of record.
Builds structured updates from business data. Held for review before it goes out. Every report on the record.
Staff repeatable knowledge work across finance, recruiting, delivery, customer success, and platform teams.
SaaS agent builders are useful for generic tasks. The agents that create real operating leverage do company-specific work: they need your context, cross your systems, require approvals, and improve over time. Vocion is for those.
The management layer is already built — context, orchestration, review, observability, evals, budgets, and portability — so your budget goes to the work your agents do, not the plumbing. Start with the code and the docs. When you want help putting a workforce to work in your business, the team that builds on Vocion can help.