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Independent outcome verification

Know whether your AI actually delivered.

Revera™ verifies business outcomes across multiple steps, AI agents and human involvement. See what completed, what needs attention and the evidence behind each result. Continue tracking delayed outcomes and later reversals, with visibility into recorded usage and costs.

ILLUSTRATIVE PROCESS EXAMPLEORDER FULFILMENT
WORK

AGENTS + PEOPLEAn agent prepares fulfilment; a person reviews an exception.

PENDING

RESULT NOT YET ESTABLISHEDThe work is recorded; delivery evidence is still outstanding.

CONFIRMED

REQUIRED OUTCOME OBSERVEDAvailable evidence supports fulfilment.

REVERSED

CURRENT CONCLUSION UPDATEDLater evidence changes the outcome; the earlier result stays in its history.

Required steps · agent and human contributions · recorded costs where available
Process outcome verification

See the work. Know the result.

A finished action is one part of a business outcome. Follow the required steps across agents and people, then check whether the process achieved what you defined as success.

Required steps, together

Follow sequential, parallel and nested parts of a process. See which required steps completed and which still need attention.

Agents and people

Bring recorded agent actions, human reviews and corrections into the same process history, with the evidence available for each contribution.

A current outcome

Keep the supported conclusion current as delayed evidence, corrections or reversals arrive. Keep unknowns visible, alongside recorded usage, attempts and rework costs where data is available.

How it works

Start with what success means.

Define the result you need, follow the work that contributes to it, and verify the outcome against available evidence.

  1. Define success

    Describe the business outcome and the steps required to reach it.

  2. Follow the work

    Bring together recorded agent activity, human involvement and observations from authorized sources.

  3. Verify the outcome

    See what completed, what remains unknown and the evidence that supports the current conclusion.

  4. Continue checking

    Track delayed outcomes and later changes, with revised conclusions and recorded costs where available.

Activity + evidence

Connect the work to its result.

Agent activity explains what was attempted. Source observations help establish what happened. Human contributions complete the picture.

Agent activity

Framework and protocol coverage includes scoped LangGraph, OpenAI Agents SDK, Agno, LlamaIndex, Microsoft Agent Framework, Pydantic AI, MCP and A2A boundaries.

See integration scope

Outcome evidence

Use configured, owner-authorized source records to check the expected result. Coverage includes scoped HTTP and read-only PostgreSQL observations.

Plan your evidence coverage

Human involvement

Include recorded reviews, decisions and corrections alongside agent actions. Keep a person's decision distinct from an independently observed result.

Read the methodology
Execution assurance

Test the actions behind the outcome.

Reproduce a consequential action in isolation, observe its physical effect independently, and replay a supported fix to check the result.

OBSERVATIONAuthorization approved
STATE CHANGEAuthorization revoked
AGENT CONTINUESDecision remains in flight
EXTERNAL EFFECTDid the payment still occur?

Illustrative execution test

Agent / tool reported

Payment failed

Independently observed

Payment ledger changed

Execution testing

Find it. Fix it. Prove it.

For a supported execution path, connect the reported decision to the observed effect and test whether a supported control changes the result.

Reproduce the action

Test an admitted action and compare its report with the independently observed physical effect.

Check the control

Identify a supported remediation for the tested failure.

Replay and compare

Replay the supported fix and check regression evidence before reporting it as verified.

Execution replay covers direct actions and ordered delegation chains, including demonstrated depths of 1, 5 and 16 hops. It does not replay DAG, fan-out, fan-in or parallel graphs. Process outcome verification can follow sequential, parallel and nested work without implying that those process shapes can be replayed.

Discovery is free. Target code is not executed.

Evidence for a tested action

An execution Evidence Record ties the repository revision, tested action and observed effect to supported remediation, exact replay and regression results.

Explore the evidence
Runtime freshness control

FreshCtx™ at the action boundary.

Where a tested failure depends on stale context, FreshCtx can revalidate current context at the consequential action boundary. Revera then tests the supported fix through exact replay.

Build with FreshCtx
Process evidence

A result you can inspect.

See the required outcome and stages, agent and human contributions, supporting observations and the current conclusion together. Follow subsequent changes without losing the earlier evidence.

Explore outcome and execution evidence
Outcome recordILLUSTRATIVE EXAMPLE
Required outcome
Customer order fulfilled
Required stages
Request · fulfilment · delivery
Contributions
Agent preparation · human exception review
Source observations
Work record · delivery observation
Outcome history
Pending → Confirmed → Reversed
Unknowns
Unobserved steps remain unknown
Recorded costs
Available usage · attempts · rework
Subsequent change
Later evidence changed the result
Current conclusionReversed after later evidence
Security + access

Clear boundaries for different work.

Execution testing runs admitted actions in isolated environments. Outcome observation reads configured, owner-authorized sources to check results. Each uses access appropriate to its purpose.

Scoped access.
Private repository and source access stay within their authorized scope.

Separate write authority.
Permission to read and verify does not grant permission to modify a repository.

Independent observations.
An agent report is distinct from evidence of the observed result.

Governed evidence.
Operational evidence follows configured retention and deletion controls.

Evidence-led conclusions

Know what supports the result.

Every conclusion is tied to the requirements, evidence and observations that support it.

For execution tests, that includes the tested repository revision, action and execution path. For process outcomes, it includes the required steps, contributions and observations behind the current result.

Read the methodology
Process outcome verification

Bring the workflow you need to verify.

Discuss your required outcome, how agents and people contribute, and the evidence available to establish the result.

Discuss your workflow
Execution assurance plans

Your first Verification is free.

No credit card. When the evidence supports remediation, Verification can continue through an Evidence Record, exact retest, regression verification, and a verified Fix-PR package.

Test a repository

These prices and limits apply to the existing execution-assurance service. Process outcome verification is scoped separately. Discuss your workflow, requirements and available evidence with us.

Free
$0

1 complete Verification · Evidence history · supported remediation and verified Fix-PR.

Individual
$59/month

10 Verifications/month · private repositories · Evidence history · supported remediation.

Team
$299/month

50 Verifications/month · 5 members · private repositories · Evidence history · supported remediation and verified Fix-PR.

Enterprise
Talk to us

Security review, retention needs, governance, and deployment planning.

Enterprise

Bring your assurance requirements.

We scope deployment, retention, governance, and access requirements during enterprise evaluation.

Talk to us
  • Procurement and security review
  • Custom retention requirements
  • Organizational governance
  • Customer-controlled execution planning
  • SSO when available
  • Consultative assurance engagement