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Logistics · Last-mile

−34% cost per delivery — and 22% more on-time.

How a 60-vehicle 3PL used AI to run its last-mile operation quietly in the background — while its ops manager finally got to leave the office at 6pm.

Industry
Logistics · 3PL
Size
60 vehicles, 800 deliveries/day
Region
UAE · GCC
Engagement
10 months
The challenge

Where the numbers were quietly bleeding.

Their customer support was answering 400 'where is my order' calls a day. Documentation errors on cross-border consolidations cost AED 60k/month in delays and reworks. Routes were planned on a whiteboard by two senior dispatchers whose leave broke the operation. On-time delivery had slipped to 82% — hurting their two largest e-com contracts.

The Palmpixel solution

What we actually built — and why.

A WhatsApp WISMO agent connected to their live TMS answered tracking questions in the customer's language 24×7. Document AI extracted BoL, invoice, and CO data from photos, ready for consolidation. A route optimizer rebuilt runs hourly and pre-empted delays with proactive customer notifications, offering new ETAs with apology templates.

In the client's words
"The WhatsApp agent alone paid for the entire engagement in three months."
Head of Operations · UAE-Headquartered 3PL
Headline results

Three numbers that changed the business.

−34%
Cost per delivery
+22%
On-time delivery
AED 720k
Annual savings
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Route + documentation impact

Relative uplift · baseline vs. post-deployment
Cost per delivery78%
On-time delivery rate62%
WISMO calls to human agent84%
Documentation error rate88%
Ops manager time reclaimed74%
Before vs. after

What actually changed day-to-day.

Before

The old operating rhythm

  • 82% on-time delivery
  • 400 WISMO calls / day to humans
  • AED 60k/month documentation reworks
  • Whiteboard-based route planning
  • 12+ hour ops manager days
After Palmpixel

The new operating rhythm

  • 94% on-time delivery
  • 80 WISMO calls / day (only complex)
  • AED 12k/month documentation reworks
  • Live route optimization every hour
  • 8-hour ops manager days
ROI · in AED

The honest arithmetic.

Investment: AED 240k across 10 months. Return: AED 720k operational savings + AED 480k retained e-com contracts. Net ROI: 5.0× annualized.

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