Search projects, data rows, workflows, experts

Operations control

AI data operations command center

Management workspace with operational data, configurable client projects, expert workbench flow, QC review, and delivery controls.

Reading live workspace counts from the operations database.

Open config
Active projects
4
from workspace DB
Processing rows
96K
workspace data loaded
Active experts
471
434 project memberships
QC artifacts
32K
11 validation runs
Operations stream
Latest workspace events
13:54Activate config: Client project configuration moved to Ready.
13:38Activate config: Client project configuration moved to Ready.
13:31Generate export: Delivery package and audit trail generated in controlled environment.
13:31Request rework: Selected review batch returned to the expert workbench.
Ready
Admin Control Plane
4 active projects, 471 workspace users, and 28K activity events are available for operator views.
Tbrain Ops
4 active projects
471 workspace users
434 memberships
50 knowledge docs
Configure management
Ready
Odyssey Video Event Labeling
Operations project Workspace for review.
Enterprise Client
29K tasks
28K submissions
28K QC reviews
28K workflow instances
Config activated
Configure client
Configuring
Terminal-Bench Code QC
Operations project Workspace for review.
Expert Network
1K agent traces
62 QC reviews
3.8K QC checks
11 validation runs
Configure expert
Data manager
Operational rows feeding the processing database
RowTypeSourceStateAssignee
task_1fe5c52fVideoODYSSEY-MANUAL-002 · retail shelfAssignedContributor 028
task_85a1cdbbVideoODYSSEY-MANUAL-001 · urban sceneAssignedContributor 028
task_90d64e25Videoworkflow_check_1779071017661 · urban sceneAssignedContributor 028
task_e1d53761VideoTask 28718AssignedContributor 028
Client configuration
Project setup, ontology, rubric, and approval controls
Object
18
Attribute
42
Relationship
11
Rubric rule
27
Workflow pipeline
Import, model assist, expert labeling, QC, and delivery

Import

CSV, API, storage bucket

Auto pre-label

Model hints and confidence bands

Expert label

Assigned by skill and SLA

QC review

Consensus, audit, rework loop

Client approval

Delivery preview and export

Expert workbench preview
Task surface, model hints, review comments, and rework loop
row_18490192% hint
Object: vehicleOcclusion: partialQC: pending
Bounding box
Attribute panel
AI hint
Reviewer note
QC review queue
Consensus, exception handling, and rework control

Odyssey QC Pass

Human review and rework loop ready

23K itemsHigh

Odyssey QC Fail

Human review and rework loop ready

5.4K itemsHigh

Terminal-Bench QC Reject

Verifier trace and judge review ready

62 itemsMedium
Delivery controls
Exports, webhooks, approvals, and audit evidence

COCO export

Images and masks

Ready

Webhook delivery

Controlled environment

Disabled

Client approval link

Approval workspace

Preview

Audit package

QC trail and reviewer notes

Ready