What Avyon Agents is
Avyon Agents is the layer that makes a model usable inside a regulated process: your business context injected into the request, the output validated before anything acts on it, a human decision point retained where the decision matters, and the whole exchange logged against the governance record. Avyon does not train or host the model — it orchestrates one, and governs what comes back.
What it is made of
Context Injection
The request carries the business context the process needs, assembled from the contexts that own it.
Output Validation
A response is checked against the contract it must satisfy before anything downstream reads it.
Human Decision Points
The steps where a person decides are configured in, not left to be added later.
Exchange Logging
Prompt, response, validation result and the acting identity, written to the same audit record as everything else.
How it fits together
Avyon orchestrates and governs. The model sits outside it.
- 01 REQUESTIntakeA process step raises a request with the context it is entitled to see.
- 02 ROUTEOrchestrationThe request goes to the external model under a documented contract.
- 03 CHECKValidationThe response is validated before any downstream step is allowed to read it.
- 04 HUMANOversightA person decides at the points where a decision carries consequence.
- 05 LOGRecordThe exchange is written to the governance record with the identity that acted.
What is enforced, and where
No model runs inside Avyon
No retrieval pipeline, no vector store, no embedded model. Generative work goes to an external system under a documented contract.
Nine gates before production
Use case, data, design, bias, explainability, adversarial testing, human oversight design, production approval, monitoring — in sequence.
Autonomy is classified, not assumed
Each automation carries an autonomy level that fixes how much it may do without a person.
The log is the same log
Model exchanges are audited in the record that already holds every other decision, not in a separate system.
Who this is for
Head of Operations
Wants automation in an intake or review process that an auditor will accept.
Chief Risk Officer
Will not approve automation that cannot show what it did and on what basis.
Questions about Avyon Agents
What stage is this at?
Private beta. The orchestration layer is being built and is not shipping today. The page describes the design and the constraints it is being built under, not a running system — access is by request while that remains true.
Which model does it use?
An external one, reached under a documented contract. Avyon deliberately owns no model, no retrieval pipeline and no vector store; it owns the context, the validation, the oversight and the record.
Can an agent act on its own?
Only to the autonomy level it has been classified at, and never past a step configured as a human decision. Full autonomy over a consequential decision is not an available setting.