The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Connect and automate across carriers and marketplaces.
Logistics & 3PL
Connect and automate across carriers and marketplaces
A last-mile or e-commerce 3PL runs on five or six carrier and marketplace portals plus a TMS and Tally that do not talk, so a person is the integration glue: an order is re-typed from a marketplace into the TMS, a tracking update is copied back by hand, a settlement is reconciled manually. It is slow, error-prone, the same figure ends up different in two systems, and the work breaks whenever the person who carries it is away.
Who has it
It is core for courier and last-mile operators, across multiple carriers and marketplaces, and serves 3PLs running e-commerce volumes.
What we build
Deterministic, tested integrations and event-driven flows between the carrier portals, marketplaces, the TMS, the billing book and the accounting tool, mapped, tested and monitored, with clear handling when a system is down or a record does not match. This is the "automate so work moves" cousin of the connected data layer.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Connect and automate across carriers and marketplaces; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
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
Manual re-keying between carrier, marketplace and billing systems removed; fewer cross-system mismatches.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
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
What tends to pair with this one.
Same industryCost-per-trip and channel-drift alertsSee what we buildSame industrySLA, billing and approval workflowsSee what we buildSame industryAsk your data in plain EnglishSee what we buildAgri-Inputs & AgritechConnect the counters, ERP and company portalsSee what we buildAutomotive DealershipsConnecting the systems that do not talkSee what we buildChemical DistributionConnect and automateSee what we build
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