Logistics & supply chain

Every handover, easier to track. Reduce manual document handling, catch package exceptions earlier, and give customers faster answers about where things are.

Illustrative logistics & supply chain environment
Proof-of-delivery processing

Extract and validate key fields from delivery documents and update the order record.

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What slows teams down

Common pressures in logistics & supply chain.

01

Document volume

Invoices, delivery notes, proofs of delivery, and e-way bills arrive in many formats and are keyed in by hand.

02

Exceptions found late

Damaged, mislabelled, or short shipments are often discovered at the customer, not at the dock.

03

Status enquiries

Customer and partner calls about shipment status take time away from operations teams.

04

Disconnected data

Carrier, warehouse, and order data rarely line up, which slows planning and reporting.

Where AI helps

Each application is scoped to your data, systems and approvals.

Proof-of-delivery processing

Extract and validate key fields from delivery documents and update the order record.

AI automation & agents

Package & label inspection

Flag visible damage or unreadable labels at inbound and outbound checkpoints.

Computer vision

Shipment status by voice

Let callers ask for status in their language, with answers from authorised systems.

Voice AI

Exception routing

Route delays, damages, and shortages to the right team with evidence attached.

AI automation & agents

Checkpoint counting

Count packages or pallets at agreed points and reconcile against the manifest.

Computer vision

Operations analytics

Connect warehouse, carrier, and order data for consistent reporting and forecasting.

Data & AI engineering

An example workflow

How one of these applications runs day to day.

  1. 01Package passes a checkpoint camera
  2. 02Vision model flags visible damage
  3. 03Supervisor reviews the evidence
  4. 04Exception logged in the WMS

What to plan for

We work through these questions with you during discovery.

Throughput

Checkpoint speed and volume determine camera, processing, and review design.

Document variety

Formats differ across carriers and partners. We test extraction on the real mix, not a clean sample.

System access

Status answers are only as good as the systems behind them. We confirm APIs and permissions early.

Evidence & disputes

Image evidence and timestamps can support claims handling when retention rules are agreed.

Questions, answered

Something else on your mind? Ask us directly.

Can you work with our warehouse management system?

We assess the available APIs, exports, and permissions in your WMS and design the integration around them during discovery.

How do you handle handwritten or poor-quality documents?

We test on representative samples. Low-confidence fields are routed for human review rather than passed through silently.

Can callers get status updates in regional languages?

Yes. NIM voice models support 18 Indian languages. We confirm your priority languages and test them with representative calls.

Let’s build what matters

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