Smarter Freight Operations

The story

1. 01

   Before · The challenge

   Teams worked across hundreds of pages of contracts, spreadsheets and email threads, and most tools solved only one step of a workflow.

2. 02

   My vision

   One shared workspace for contracts, rates, invoices, audits and disputes, designed so AI automates the routine and people stay in charge.

3. 03

   After · The transformation

   AI extraction with human validation turns contracts into rules, and audits flag values beside the contract. All 8 MVP scope items were delivered. The −60% setup and −70% approval time figures are design targets, not measured results.

4. 04

   Key learnings

   The complexity kept growing, and every problem we solved revealed a bigger one. Keeping the AI transparent and people in control kept the work fast and accurate.

The case study

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