Cold Chain & Temperature Logistics
The operator runs on five or six tools that do not talk: the reefer or chamber telematics, the order or booking system, the WMS, the marketplace and quick-commerce portals, the accounting and billing tool. A person is the glue, re-keying an order into the billing, a trip into the accounts, a settlement by hand. It is slow and error-prone, the same figure ends up different in two systems, and the work breaks when the person who carries it is away.
Who has it
Reefer fleets, where the telematics, the order system and the billing run apart; fresh and quick-commerce fulfilment, where the marketplace and quick-commerce portals, the WMS and the billing run apart; and cold-storage operators, where the WMS, the accounting tool and the depositor-billing run separately.
What we build
Deterministic, event-driven integrations between the systems already in place, mapped, tested and monitored, with clear handling when a system is down or a record does not match. An order or booking flows to the billing on its own; a completed trip flows to the accounts; a marketplace settlement flows to the reconciliation. This is the "automate so work moves" cousin of the connected data layer: the data layer makes one figure agree everywhere, this build makes the work move between systems without a person re-keying it.
What is automated, where AI helps, who signs off
The reliable spine
The whole build is non-AI: deterministic, event-driven integrations between the systems already in place, mapped, tested and monitored, with explicit handling when a system is down or a record does not match. An order flows to the billing, a completed trip to the accounts, a settlement to the reconciliation, all on fixed rules.
Where AI helps
AI plays no part in moving the records. At most it helps read a non-standard document or flag an odd mismatch in an exception queue on the operator's own data, for a person to resolve. It never posts, bills, settles or clears a record on its own.
Who signs off
A named person owns the integration mapping and signs off any rule change, and any exception the integrations route for human resolution.
What changes day to day
An event in one system flows to the others on its own; the team stops being the integration layer; the same figure stops disagreeing across tools; the work no longer breaks when one person is away.
Illustrative outcome
Re-keying hours removed; settlement and billing figures stop disagreeing across systems.
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.