Visual result in ERP — lot block with full traceability
Inspection, video, or OCR feeds ERP in near real time; batch held, released, or shipped with auditable visual evidence.
Computer vision runs but result stays in parallel spreadsheet or photo folder — ERP doesn't know to block batch in time. An integrated layer sends visual verdict — approved, held, rejected — to ERP inventory, quality, or shipping module, with link to evidence, operator, and timestamp. Automatic block prevents movement until human release; traceability queries history by batch, production order, or invoice. Field, quality, and finance see same status — not different version per area.
What blocks you today
AI detects deviation but ERP releases shipment because integration doesn't exist. Batch blocked in spreadsheet proceeds in WMS. Audit requests visual evidence and finds loose photo without link to inventory movement.
What changes in practice
- Visual result integration — inspection, video, or OCR — with ERP or WMS
- Lot block, hold, or release per verdict and business rule
- Traceability by batch, production order, invoice, or order with visual evidence history
- Human queue for exception, override, and auditable comment
- Status panel — held, released, pending — for quality and operations
Business outcome
Visual deviation becomes action in source system — batch doesn't mix or ship from spreadsheet oversight. Traceability required by client, certifier, or inspection finds evidence linked to movement. Integration stops being separate project; operations trusts ERP reflects what camera saw.
Where it usually fits
- Companies with mature ERP or WMS but vision result still disconnected
- Industry and logistics with mandatory batch traceability — food, pharmaceutical, agro
- Operations already running visual inspection or OCR but block is manual
- Quality and logistics disagreeing on status because each area uses different record
- Multi-unit expansion needing same visual → ERP flow at every plant
How it evolves next
With stable visual → ERP integration, you can orchestrate operational agent, video anomaly alert, and document pipeline in same ecosystem.
- Operational agent querying batch status and evidence in natural language
- Line video anomaly detection feeding same lot block
- Visual inspection at reception with automatic WMS verdict
- Alert when integration fails and batch proceeds without registered verdict
- Executive dashboard of holds, releases, and aging by unit
AI detects deviation but ERP releases shipment because integration doesn't exist?
Batch blocked in spreadsheet proceeds in WMS? Talk to Adekz — we start from your real workflow and scope the pilot.