Run an agent workforce you can trust in production.
Give every agent a role, company context, scoped permissions, review paths, evals and a budget. See what it did, what it cost and whether it worked, from one operating layer you deploy and own.
- Your AWS
- Open source
- Human review
- Measured outcomes
$41892%
$76389%
$21187%
—No data yet
12 agents on the roster, owned, reviewed and measured like any other operating asset.
AI agents are easy to hire.
Hard to manage.
- 01Who owns it?
- 02What did it do?
- 03Who approved it?
- 04Did it work?
- 05What did it cost?
Any team can stand up an impressive agent in an afternoon. Production dies on these five questions. Vocion is built so each one has an answer on screen.
One loop runs every agent.
Define the role. Run the work. Review where judgment matters. Measure quality, cost and outcome. Improve from what reviewers approve.
- 01DefineRole · contextTools · budget
- 02RunWorkflow · systemsActions
- 03ReviewPolicy · approvalsEscalation
- 04MeasureQuality · costOutcome
- 05ImproveApproved learningNew version
The rail stays fixed: role, policy and review. The work moves through it, measured at every pass.
Delegate the work. Keep the accountability.
- Every agent has an owner.
- A budget.
- A review path.
- A record.
- WatchObserves and reports. Touches nothing.
- SuggestcurrentDrafts the work. A person approves every send.
- ExecuteActs inside policy. Exceptions route to review.
Suggesting: every output waits for a named person. The default for anything customer-facing.
Your workforce runs in your AWS account.
Open source (MPL-2.0), deployed on AWS's production agent infrastructure, under controls you already audited. The roles, the know-how and the record accumulate in systems you own.
- VocionMPL-2.0 · yoursthe workforce layer: roles · review · evals · record
- AgentCoreruns the agent loop
- Bedrock Guardrailsscreens every run
- CloudWatch · OTELtraces in your stack
- Your IAM · VPC · KMS · CloudTrailthe controls your security team already audited
$ terraform applythe whole stack, one command · AWS Marketplace · air-gapped referenceEvery Metacto role runs on it. You can too.
Metacto builds and operates AI roles on Vocion for its clients. Vocion is also open source, so your team can clone it, run the demo workloads and measure your own week.