Automated proof of delivery comparison
VISION AI for every industry
Construction
Object counter

Proof of Delivery Verification

January 31, 2026

Construction, infrastructure and industrial projects depend on accurate deliveries of pipes, beams, panels and other components. Yet proof of delivery is often manual, inconsistent and difficult to verify after the fact.

Tiliter Vision Agents enable teams to automatically confirm delivered quantities from images, creating visual, auditable proof at the point of delivery.

The Problem

  • Manual counting is slow and error-prone
  • Paper delivery notes are often incomplete or inaccurate
  • Disputes arise when delivered quantities do not match expectations
  • Audits lack visual evidence of what actually arrived

The Solution

Use Object Counting to automatically count specified item types from images of the load and compare them against expected quantities.

Results can include optional visual overlays for transparent, verifiable proof.

How It Works

1. Capture Reference Information

Take a photo of the delivery note, inventory list or label.

Expected items and quantities are extracted automatically.

2. Capture the Physical Load

Driver or operator takes an image of the truck bed, container, rack or pallet.

3. Count and Validate

Tiliter counts the specified item type and compares the total against expected quantities.

4. Receive the Result

  • Match confirmed
  • Discrepancy flagged
  • Total count returned
  • Optional visual overlay included

Fallback Option

Even without paperwork, a simple photo of the load can still return an accurate count.

Output

  • Total item count
  • Optional counted-item overlay
  • Match / mismatch result
  • Timestamped audit record

Business Value

  • Faster delivery verification
  • Reduced disputes and rework
  • Visual proof for compliance and audits
  • No manual counting required