Manufacturing & industry

Steps in this industry’s terms · 7 steps

1. 01

   Admit authorized workstation footage

   Human review

   Input

   Authorized workstation footage, shift and SOP version

   Output

   Workstation footage and approved review scope

   Decided byAssigned reviewer or requesting user

   • Media provenance and declared-use reviewMedia identity and provenance binding + human reuse scope review
2. 02

   Normalize timing and workstation views

   Input

   Workstation footage and approved review scope

   Output

   Footage with workstation and timing identifiers

   • Media inspection and frame-accurate normalizationVideo format normalization + source timing and frame identity
3. 03

   Mark candidate actions

   Input

   Footage with workstation and timing identifiers

   Output

   Action clips and tracks awaiting checks

   • Camera registration and ball-track proposalsCamera-motion estimation + conservative motion candidate association
4. 04

   Shift lead reviews against the SOP

   Human review

   Input

   Action clips and tracks awaiting checks

   Output

   Human-confirmed matches, questions and exceptions

   Decided byAssigned reviewer or requesting user

   • Court calibration and reviewed trajectory reconstructionHuman trajectory annotation correction + calibration reuse and revision audit
5. 05

   Summarize confirmed shift exceptions

   Input

   Human-confirmed matches, questions and exceptions

   Output

   Reviewed records by workstation and shift

   • Reviewed tennis event and speed analysisConfirmed events and calibration data + qualified statistics
6. 06

   Make annotated procedure replays

   Input

   Reviewed records by workstation and shift

   Output

   Workstation replay with confirmed annotations

   • Parameterized sports effects and broadcast graphicsReviewed trajectories to visual overlays + bounded previews
   • Timeline editing and multi-clip montageEvent-based edit and replay plans + source-time mappings
7. 07

   Hand over the shift review pack

   Input

   Workstation replay with confirmed annotations

   Output

   Shift review pack and integrity manifest

   • Video comparison and verified delivery bundlesBefore-and-after artifact comparison + review and integrity bundles

Steps in this industry’s terms · 4 steps

1. 01

   Check material catalog fields

   Human review

   Input

   Permitted part images, material catalog and search requirements

   Output

   Material table with confirmed specifications and units

   Decided byAssigned reviewer or requesting user

   • Validated master-data import and pilot migrationTemplate field validation and correction + confirmed import and ID mapping
2. 02

   Index spare-part images

   Input

   Material table with confirmed specifications and units

   Output

   Spare-part index with model and dimension attributes

   • Product catalog and multimodal indexingCatalog and image import + attributed vector indexes
3. 03

   Find visually similar spare parts

   Input

   Spare-part index with model and dimension attributes

   Output

   Similar part and specification candidates

   • Image and text product similarity searchShared image-text retrieval + similarity tiers and attribute filters
4. 04

   Technician checks substitution conditions

   Human review

   Input

   Similar part and specification candidates

   Output

   Human-confirmed candidates and non-substitution reasons

   Decided byAssigned reviewer or requesting user

   • Image and text product similarity searchShared image-text retrieval + similarity tiers and attribute filters

Steps in this industry’s terms · 5 steps

1. 01

   Record work orders and inspection batches

   Input

   Work orders, incoming batches, inspection criteria and movements

   Output

   Work-order-linked batches and inspection results

   • BOM, production work orders and manufacturing costingRecipe expansion and material issue + work-order quality and costing
   • Flower presales, quality/loss inspection and fulfillmentPerishable item reservation + quality thresholds and fulfillment tasks
2. 02

   Collect batch scan events

   Input

   Work-order-linked batches and inspection results

   Output

   Batch movement and handoff records

   • Liquor packaging, deposits, channel pricing and trace codesPackaging and deposit calculations + trace-code risk checks
   • Enterprise API access, webhooks and warehouse-device recordsAuthorized business event intake + receipts and device records
3. 03

   Trace affected materials

   Input

   Batch movement and handoff records

   Output

   Affected stock, finished goods and dispatch records

   • Batch traceability, recall tasks and distribution risk auditsBatch impact tracing + recall tasks and resolution records
4. 04

   Quality lead approves resolution

   Human review

   Input

   Affected stock, finished goods and dispatch records

   Output

   Quarantine, rework or recall tasks

   Decided byAssigned reviewer or requesting user

   • Batch traceability, recall tasks and distribution risk auditsBatch impact tracing + recall tasks and resolution records
   • Aftersales approvals, refunds and replacement ordersException intake + human-approved refund or replacement
5. 05

   Verify resolution and closure

   Human review

   Input

   Quarantine, rework or recall tasks

   Output

   Reinspection evidence and open exceptions

   Decided byAssigned reviewer or requesting user

   • Batch traceability, recall tasks and distribution risk auditsBatch impact tracing + recall tasks and resolution records
   • Aftersales approvals, refunds and replacement ordersException intake + human-approved refund or replacement

Steps in this industry’s terms · 4 steps

1. 01

   Plan maintenance tasks

   Input

   Maintenance goal, downtime window and delivery requirements

   Output

   Maintenance checklist with dependencies

   • Goal planning and versioned task graphsGoal decomposition and dependencies + versioned revisions
   • Reusable skill extraction, evaluation and solution packsCompleted artifacts to task packs + version evaluation
2. 02

   Approve downtime and work scope

   Human review

   Input

   Maintenance checklist with dependencies

   Output

   Shift-approved maintenance plan

   Decided byAssigned reviewer or requesting user

   • Auditable workflows, human confirmation and decision reviewRecorded workflow steps + pauses for human decisions
   • Collaborative delivery, approvals and evidence gatesDraft and artifact versioning + human handoff approval
3. 03

   Advance tasks and collect records

   Input

   Shift-approved maintenance plan

   Output

   Inspection results and manual work receipts

   • Persistent goals, bounded subagents and scheduled tasksCapability-scoped delegation + concurrency and schedule limits
   • Durable governed agent executionAuthorized task-chain execution + retries and pauses
   • Sandboxed agent jobs and artifactsIsolated bounded job execution + artifact collection
4. 04

   Review and hand over the shift

   Human review

   Input

   Inspection results and manual work receipts

   Output

   Accepted maintenance records and open items

   Decided byAssigned reviewer or requesting user

   • Collaborative delivery, approvals and evidence gatesDraft and artifact versioning + human handoff approval
   • Reusable skill extraction, evaluation and solution packsCompleted artifacts to task packs + version evaluation