Vocion is an MIT-licensed Agent Operations Framework for production AI workflows. Connect your systems, orchestrate reviewed work, measure outcomes, and build on a foundation your company owns — without turning another SaaS vendor into the home for your operating knowledge.
MIT-licensed · Self-hosted · Built for production AI workflows
Most teams get a first AI workflow running with prompts, APIs, and automation tools. Vocion is built for the part after the demo — the production questions:
Agents sprawl across teams as one-off experiments — no owner, no budget, no proof they work. Vocion runs them as owned, governed assets: 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 |
Vocion lets AI 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 observabilityUsage is not the goal — measurable business impact is. Track quality, cost, cycle time, and outcomes by workflow, and test every change 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. The system compounds 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 MIT-licensed, so your company can build on it, modify it, embed it in your systems, and commercialize what you create. Open framework underneath; proprietary business value on top.
Own, extend, and commercializeVocion works best when you begin with a real process your team already runs every week.
Draft follow-ups from CRM context, call notes, and deal stage. Route for review. Track quality, response time, and outcomes.
Turn inbound tickets into grounded draft replies. Escalate edge cases. Keep review on sensitive issues.
Summarize calls, extract decisions, identify risks, create follow-ups, and update systems.
Generate structured updates from business data. Review before distribution. Keep a history of every report.
Automate repeatable knowledge work across finance, recruiting, delivery, customer success, and platforms.
SaaS agent builders are useful for generic tasks. The workflows that create operating leverage usually depend on company-specific context, cross systems, require approvals, and improve over time. Vocion is for those.
The production layer is already built — orchestration, context, review, observability, evals, budgets, and portability — so your budget goes to your workflows, not the plumbing. Start with the code and the docs. When you want help implementing it in your business, the team that builds on Vocion can help.