Emerson

How Emerson Is Digitising Warehouse Dispatch at Its Chennai PDC with TentoVision AI OCR & Barcode Validation

A parts-distribution centre handling 14,000+ active items — moving from manual, paper-based dispatch to fully validated, AI-monitored packing.

Computer VisionAI OCRTentoVision

Emerson Chennai parts-distribution centre

The Hidden Problem

Manual Dispatch Verification Fails at Parts-Distribution Scale

! Orders dispatched without OCR or barcode validation of what was actually packed.
! Item counts done manually — error-prone across high-quantity lines.
! Zero order-to-box traceability — paper picklists had no digital link to what was packed.
! No master image database across 14,000+ active items — audit retrieval was absent, raising compliance and dispute risk.

Manual dispatch verification cannot be left unchecked at parts-distribution scale

The reality of manual dispatch verification

TentoVision Deployment

The Game Changer — Computer Vision Dispatch Monitoring

To digitise dispatch across its Chennai PDC, Emerson deployed TentoVision's Computer Vision & OCR Dispatch Monitoring System — two intelligent workstations covering the full packing and dispatch workflow.

AI OCR validation

Barcode cross-check

Live order counting

Centralized dispatch dashboard

Automated compliance logs

Real-time mobile alerts & central dispatch dashboard

How it worked in real life

Before, During & After

From paper-based packing with no proof to three layers of AI validation enforced on every box, simultaneously.

Before

Manual & Paper-Based

No photo proof of what was packed
No order-to-box traceability
Error-prone counting across 14,000+ items
Uncontrolled compliance & dispute risk

During

Three Layers Enforced

AI OCR captures & validates every picklist
Items checked before boxes can close
Barcode cross-check: right product, right order
Every workstation monitored in real time

After

Full Accountability

Every order validated & auto-logged
Live order tracking across all areas
Instant dispatch accountability
Manual supervision gaps eliminated

The real difference

AI vs Traditional CCTV — Feature by Feature

Why passive, human-dependent dispatch enforcement fails at scale — and what always-on AI validation changes.

Before: Manual Dispatch

Staff manually check packing — errors routinely missed
No automated traceability inside the dispatch workflow
Manual counts — inaccurate, delayed and unreliable
No automated logs — audit trail difficult to produce
Passive, human-dependent — fails across large sites

After: TentoVision AI

AI OCR & barcode validate every box before closing
Every order linked from sales order to final box
Live automated counting always visible on the dashboard
Every validation auto-logged — audit & insurance ready
AI-powered, always-on — every shift, every moment

Results that speak for themselves

Operational Impact

Clear, measurable outcomes built into every dispatch across the Chennai PDC.

Validation Errors Detected

Flagged automatically before box closing

Orders Cross-Checked in Real Time

OCR & barcode alerts triggered instantly

Live Order Status Always Known

Full dispatch visibility across all zones

Audit & Compliance Ready

Automated logs meet safety & audit standards

Why decision makers trust TentoVision

Built for Validation, Traceability & Compliance

AI OCR validation

Barcode cross-check

Live order counting

Real-time mobile alerts

Centralized dispatch dashboard

Automated compliance logs

Compliance & audit ready

Client testimonial

“

Managing thousands of parts and dispatch lines daily was a verification challenge we couldn't solve manually. TentoVision's AI system flags errors in real time — before they become claims.

Head of OperationsEmerson

★★★★★