Autonomy & controls

Autonomous decisions. Your standards.

FrameGrade reviews creator submissions automatically using the campaign rules and thresholds you configure. Every outcome stays connected to its evidence and decision history, so your team keeps control without performing every first-pass review.

How to review UGC creator content
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Summer Launch · Decision policy

Customer configuration governs the outcome

Automated review

Campaign standards

What must be true

Required rules5 checks
Approve at7 / 10
Reference reviewEnabled
Outcomes3 permitted

Submission evaluation

Rules evaluated
Evidence matched to policy
4 of 5 passedResolved

Configured outcome

Approved
Revision requested
Rejected

Define the decision policy

Define what happens before submissions arrive.

A campaign carries the requirements, review mode, thresholds, and reference context that FrameGrade uses during evaluation. The automated decision follows that configuration rather than a hidden default.

Campaign settings

Summer Launch

Published

Decision configuration

Approval modeAutomated review
Approve at7 or higher
Below thresholdRevision or rejection

Evaluation context

Campaign requirements5 active
Reference criteriaEnabled
Creator guidanceAttached
Settings remain campaign-specific, so a product launch and a testimonial campaign do not have to share the same decision policy.

Explainable autonomy

Evidence becomes a rule result before it becomes a decision.

The review record keeps the detected evidence, evaluated campaign rules, and configured outcome connected. Autonomous does not mean opaque.

summer_launch_v3.mp4
Campaign · Summer Launch
Revision 1

Evidence

Signals retained

Product detected0:06
Caption issue0:14–0:18
CTA detected0:28

Rule evaluation

Campaign standard applied

Product before 0:10Pass
Music ≤ −14 LUFSPass
Captions: 1 line maxFail
CTA requiredPass

Decision

Configured result

Revision requested

Caption formatting exceeded the campaign’s one-line maximum.

Decision source
Automated
Evidence retained
Yes

Control when needed

Autonomous by default. Controllable when needed.

Teams define the boundaries around autonomous review and retain targeted controls without turning every submission back into a manual queue.

Human override

Authorized users can change an automated decision when campaign context calls for judgment.

Role-based access

Workspace roles govern who can review submissions, modify decisions, and manage campaign settings.

Campaign-specific standards

Each campaign can carry its own requirements, thresholds, references, and decision policy.

Configured routing

Hybrid campaigns can route borderline or flagged submissions to reviewer attention when configured.

Need a different operating model?

Campaigns can also use human-led review or hybrid routing. Those settings remain available when a team wants reviewer decisions or configured reviewer attention instead of fully autonomous outcomes.

Review the FAQ

Decision history

Every decision leaves a record.

Keep the submission, evidence, review result, decision source, and revision path connected. When an authorized user overrides a decision, that change can remain part of the operational history.

Explainable results Connected revisions

Decision record

Summer Launch · Avery R.

Revision requested
  1. Submission received

    summer_launch_v3.mp4 · Revision 1

    4:42 PM
  2. Autonomous review completed

    4 of 5 campaign rules passed

    4:43 PM
  3. Revision requested

    Decision source · Automated

    4:43 PM
  4. Creator correction available

    Caption formatting must use one line

    Next step

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