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.

Using workspace cache while the operations database connects.

Open config
Active projects
12
workspace cache
Processing rows
2.8K
workspace data loaded
Active experts
86
86 project memberships
QC artifacts
2.6K
11 validation runs
Operations stream
Latest workspace events
09:12Workspace cache active
09:24Database connection pending
09:41Workspace remains available
10:05Outbound jobs and webhooks disabled
Ready
Admin Control Plane
Tenant, workflow, data protection, QC, workforce, export, and audit controls for Tbrain operators.
Tbrain Ops
Tenant routing
Project templates
QC ops
Audit and exports
Configure management
Configuring
Client Project Config
Workspace view for a customer to upload data, choose ontology/rubric, monitor work, and approve delivery.
Enterprise Client
Data catalog
Ontology
Dashboard
Delivery
Configure client
Preview
Expert Workbench
Task inbox, labeling workbench, model hints, QC feedback, rework, and payout readiness for experts.
Expert Network
Inbox
Workbench
Rework
Performance
Configure expert
Data manager
Operational rows feeding the processing database
RowTypeSourceStateAssignee
row_184901VideoTraffic cameraIn reviewOperator 01
row_184902ImageRetail shelfLabeledOperator 12
row_184903TextSupport ticketNeeds reworkOperator 07
row_1849043DWarehouse scanQueuedUnassigned
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

Batch ODY-42

Blur threshold mismatch

2,842 itemsHigh

Batch TB-17

Verifier trace needs second pass

918 itemsMedium

Batch RET-09

Class imbalance warning

1,204 itemsLow
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