Real Results From a Top-5 Canadian Fleet: Six Anonymized Case Studies — Geopathfinder
Six anonymized case studies from production deployments at one of the largest waste management companies in Canada: subhauler reconciliation, proof of service, AI dispatch training, fleet utilization truth, multi-million-dollar bid analysis, and municipal invoicing automation.
Six anonymized case studies from production deployments at one of the largest waste management companies in Canada (top 5 by size, name withheld under NDA): tens of thousands of dollars per month saved through automated subhauler reconciliation; thousands of dollars in routing capacity recovered with timestamped proof of service; four new operations staff trained through AI pattern recognition over captured dispatch history; a fleet that corporate utilization reports called underused shown to be well used once duplicates and out-of-scope vehicles were removed; bids worth tens to hundreds of millions of dollars prepared and won with AI/LLM analysis of tender data; and roughly a million dollars in municipal receivables collectable faster through data-transformation agents that produce each city’s required invoice format automatically. Verification available directly from Thierry Deruelle.