Returning workspace

Continue evidence-backed review.

Pick up the demo path from the review queue, listing workspace, or evaluation snapshot. Scores remain advisory and labels stay internal.

Run demo again

Continue review

7 pending internal labels

Open listings

7 candidate records

View evaluation

Check pilot routing metrics

7 internal review labels waiting

Evidence bundles are ready for human review; labels remain internal workflow state.

Open review queue
7 internal review labels waitingApply human review labels inside the claim-safe workflow.Pilot dataset below roadmap floor0 labeled cases; expand toward 200 before operational accuracy claims.

Demo readiness

OCRMistral configured
JudgeAnthropic configured
Local datawritable

Baselines

2

brands with product truth

Listings

7

candidate marketplace records

Pending Review

7

internal human labels waiting

High Routing Risk

5

score says review first

After the demo

Use these paths for real review work once the core workflow makes sense.

Brand baselines

Manage official product truth.

Discover candidates

Find leads without treating search as proof.

Add listing

Create a manual evidence record.

Import listings

Paste JSON records for batch intake.

Review queue

Apply internal human labels.

Evaluation

Inspect pilot metrics and review burden.

Local demo command

Use this only when starting the app from a terminal.

npm run dev -- -p 3015
BrandArmor Workspace