·Industries·Logistics & Supply Chain
Industry · /03

Logistics & Supply Chain.

Move things faster, with less guesswork.

From freight forwarding to last-mile, AI that turns operational data into faster lanes, fewer empty miles and cleaner paperwork.

At a glance

Routing, ETA prediction and document automation for the people who keep cargo moving.

Tech stack we'd reach for
OR-ToolsMapboxDuckDBTemporalSnowflakeAWS Lambda
Signal result
78%touchless rate

What gets in the way

01

Document chaos

BoLs, CMRs, customs forms — half scanned, half on paper, all blocking invoices.

02

Unreliable ETAs

Your customers ask 'where's my shipment'. Your TMS says 'in transit'. Both are unhappy.

03

Empty miles

Tribal knowledge runs the route plan. Drivers know it's suboptimal; spreadsheets can't keep up.

Where AI moves the needle

/01

Document IDP

Multi-language extraction from BoLs, invoices and customs docs — ready to post into your ERP.

/02

ETA prediction

ML models trained on your historical lanes, weather and port congestion data.

/03

Dynamic routing

Re-optimize routes mid-shift as orders, traffic and driver availability shift.

/04

Demand sensing

Spot order spikes 48 hours before they hit; position trucks accordingly.

/05

Customer support copilots

Agents that read shipment context and draft proactive customer updates.

How we delivered

/case study — Logistics & Supply Chain
European 3PL, BE/RO/DE

Document IDP that cleared a 9-day invoice backlog

We trained a multi-language extractor across BoLs, CMRs and customer-specific forms. Touchless processing reached 78% in week 6; billing cycle shrank from 11 days to 3.

78%
touchless rate
11 → 3 days
billing cycle
€420K
annual labor saved

How we work

01

Discovery

4–6 hour workshop. Goals, customer segments, JTBD, user flows, AI proposal, 6-month roadmap.

02

Architecture

Data audit, model selection, integration plan, evaluation harness, governance.

03

Build

2-week iterations. Demo Fridays. Built-in observability from day one.

04

Scale

Production rollout, change management, continuous fine-tuning and cost monitoring.

Ready to put this on the roadmap?

We run a focused discovery in 2 weeks. You leave with a working prototype and a defensible ROI case.

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