Vocion is a small set of resources — a workforce, the context it works from, the interfaces people meet it in, and the controls that keep it accountable. They connect through a single operating loop, so each feature reinforces the others.
Who you staff and what they do — agents composed of skills, the tools those skills call, and the workflows that sequence them.
Your AI coworkers — named identities composed of skills, with a system prompt, subagents, and a budget.
An agent’s role: typed logic + built-in acceptance evals + the tools it can call. Authored as prompt or plugin.
The atomic capabilities a skill calls — retrieval, object lookup, operations, and human review. Extend with your own.
Multi-step sequences of skills with human approval gates. Resumable, traceable.
What your agents know — the know-how they are onboarded on. Owned, versioned, and improving over time.
Canonical business records — definitions, field mappings, and relationships.
Connect CRM, email, support, databases, and your own APIs. Inbound integration.
Procedural knowledge the agent reads on demand.
Approved rules captured from reviewer feedback.
Scored datasets per agent — performance-test a change before you promote it.
Where your people and your AI coworkers actually work together.
Streaming chat surface (SSE) built for long-running agent runs.
Approval gates, revision, and escalation where judgment matters.
Capture reviewer feedback inline — the input to the learning loop.
The registry, run traces, and metrics in one operating surface.
The controls that make delegated AI work dependable.
Run anywhere; put your workforce in reach of the tools and agents around you.
Vocion as an MCP server — agents callable as tools from any MCP client.
Expose and call agents over an Agent-to-Agent interface for multi-agent systems.
Trigger and expose workflows from your app, API, or scheduled jobs. Outbound.
Brief and review your coworkers from the surfaces your team already lives in.
Some jobs need a clear sequence of steps; some need an agent that can investigate, reason, call tools, and delegate to subagents. Most real jobs need both — and Vocion runs them on the same operating loop, with the same context, review, observability, and budgets underneath.