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How Noria works

Noria is an operating layer, not a chat window. Work moves through a defined sequence, and each step produces something you can inspect later.

  1. 01

    Organization memory

    Durable context, decisions, and constraints.

  2. 02

    Specialized operators

    Role-aware workers with isolated memory.

  3. 03

    Independent review

    A second model — a second vendor when available.

  4. 04

    Governed action

    Permissions, budgets, approval gates.

  5. 05

    Measured outcome

    Evidence, provenance, and cost recorded.

The sequence

Six steps, every time.

1. Configure operators from templates

Guided setup selects the few roles a workflow actually needs. Templates carry scope, tools, review rules, and budget defaults — you are not deploying every possible role.

2. Assemble governed context

Organization and project memory are composed into a scoped brief. Operators receive what their role permits, not the entire corpus.

3. Collaborate under policy

Operators request work, hand off tasks, and record decisions in-platform. Sharing and promotion of memory between operators is explicit and governed.

4. Verify independently

Review-by-two sends important work to a second operator — and a second model vendor where one is available — instead of asking a model to grade itself.

5. Act inside gates

Permissions, approval gates, and escalation paths decide what proceeds automatically and what a human sees. Exceptions reach people; routine work does not.

6. Measure and persist

Outcome, rationale, evidence, approver, and cost are written back so the next run starts informed.

Memory architecture

Layered memory, governed promotion.

Operators keep isolated memory. Anything that becomes shared truth is promoted deliberately, with a record of who promoted it and why.

Organization memory

Policy, tone, architecture, prior decisions.

Project memory

Scope, constraints, open questions, artifacts.

Operator memory

Isolated per operator; promoted only when governed.

What you can inspect

A record designed to be re-read.

Accountability means being able to reconstruct what an operator knew, why it acted, who approved it, and what supported the result.

  1. Inputs

    Which memory, documents, and tools were in scope for this run.

  2. Reasoning artifacts

    Plans, claims, and the sources attached to each claim.

  3. Review

    Reviewer identity, model and vendor used, and the findings raised.

  4. Approval

    The gate that applied, the approver, and the timestamp.

  5. Cost

    Spend against the budget ceiling for this workflow.

Model strategy

Provider-neutral by design.

Noria is built to route across hosted and local models. Independent review is most useful when the reviewer is not the author — including at the vendor level. Availability depends on the models an organization chooses to connect.