The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Lane costing and quote discipline.
Logistics & 3PL
Lane costing and quote discipline
A freight enquiry arrives by call or WhatsApp and someone quotes a lane from memory, often under-costing it, because empty return probability, toll, FASTag and detention exposure were never in the mental maths. The same lane goes out at three different prices depending on who quoted, and lanes that lose money keep getting taken because nobody calculated the true cost.
Who has it
It is the signature build for fleet and part-load transporters, serves freight forwarders on lane and shipment quoting, and reaches 3PL operators where managed-transport lanes are quoted.
What we build
One standard lane-costing template (fuel by distance, toll and FASTag, driver, maintenance, empty-return probability, detention exposure, target margin) so no lane goes out below its true cost, plus a lightweight customer-and-contract tracker where each customer carries its rate contract, lanes, SLA and free-time terms, credit limit and days, payment behaviour and open issues. A customer shipping past its credit limit, or past its agreed free time without a detention bill, surfaces by itself.
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 Lane costing and quote discipline; 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
Lanes stop going out below cost; the desk quotes off a current, true cost in minutes instead of from memory; pricing becomes disciplined and the firm sees which lanes and customers actually earn.
Illustrative outcome
Below-cost lanes eliminated and quote consistency restored; margin visible by lane and customer for the first time.
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 & AgritechEnquiry-to-sale pipeline with finance and subsidy follow-upSee what we buildAuto Components & AncillaryFaster, more accurate quoting / revenue operationsSee what we buildAutomotive DealershipsRevenue operations: true acquisition cost and quote disciplineSee what we build
Find the one build worth funding first.
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.