Cold Chain & Temperature Logistics
The reefer trip runs on paper challans and phone calls. Nobody can say where a consignment is or whether it has held temperature without ringing the driver. The temperature trail, if it exists at all, lives on a device the consignee may never see, so a rejected load is a word-against-word dispute with no evidence of who broke the chain and when. Proof-of-delivery comes back on paper, if at all, and never ties to the invoice, so delivered loads go under-billed and disputes have no backing. Freight is billed above the rate card and detention is eaten. Fresh, dairy and frozen fulfilment is a race against a short, unforgiving clock. Put-away, picking and dispatch run on a whiteboard and memory, first-expiry-first-out is run on a marker pen, so near-expiry stock ages in a corner while fresh ships first, and a slow handoff between inward, storage and the last-mile box quietly costs shelf life the customer will reject. Quick-commerce service-level penalties land for late or short dispatch nobody can trace.
Who has it
Reefer fleets, where the trip from load to delivery is the whole business and the signature build; fresh and quick-commerce fulfilment, where dark-store dispatch and last-mile run on FEFO and shelf-life and are the signature build; and the outbound, fast-moving side of cold-storage operators.
What we build
The disciplined path from a ready load to a delivered, proof-backed, correctly-billed consignment: the load plan and dispatch, the trip with its set-point and route, the temperature trail captured against the trip, the proof-of-delivery tied back to the bill, and a freight-bill audit against the rate card and band surcharges. The temperature record becomes the operator's own evidence: when a load is questioned, the trail of who held what band and where is on one screen, not lost on a device. A dark-store and dispatch operating workflow built around the clock: structured inward with batch and expiry, location and FEFO-driven picking so the shortest shelf life ships first, a dispatch and last-mile handoff with proof, and a clean tie from each order to its dispatch and its settlement. Shelf-life and FEFO become rules the floor runs to, not a marker pen.
What is automated, where AI helps, who signs off
The reliable spine
The reliable spine is non-AI: the load plan and dispatch, the trip with its set-point and route, the temperature trail captured against the trip, the proof-of-delivery tied to the bill, the FEFO and shelf-life picking rules, and the freight-bill audit against the rate card and band surcharges.
Where AI helps
AI does only bounded reading on the operator's own records, such as lifting figures off a proof-of-delivery or a freight bill and matching them to the trip and the rate card. It never sets the freight number, releases a load or makes the dispatch promise.
Who signs off
A named person signs off any billing claim, any disputed deduction or detention charge, and any release of a questioned load.
What changes day to day
A consignment's location and temperature status are visible without a phone call; the temperature trail is the operator's own evidence in a rejection dispute; proof-of-delivery ties to the bill so delivered loads stop going under-billed; freight, band-surcharge and detention overcharges get caught and claimed instead of eaten. The shortest shelf life ships first instead of ageing in a corner; the race against the clock runs to a workflow instead of memory; late and short dispatches become traceable; spoilage from slow handling falls.
Illustrative outcome
Recovered under-billed freight and detention each cycle, plus fewer rejection disputes lost for want of evidence; both traced to the operator's own records. Lower spoilage and near-expiry write-off as FEFO discipline holds; fewer untraceable service-level penalties.
Illustrative; final numbers come from your own data.
Path to the build
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.