Industries/Logistics and manufacturing
Dispatch, exceptions and quality records show how operations hold together.
AI labs license de-identified operating records from established freight carriers, brokers, warehouses, distributors and manufacturers.
- Free evaluation, about 3 minutes
- De-identified before delivery
- You approve every system and date
- No fee to you
- BookingLoad tendered, carrier assigned
- ExceptionTruck delayed, customer appointment at risk
- RecoveryDispatcher reroutes, customer notified
- ClaimDamage reported at delivery, photos filed
- SettlementClaim resolved, carrier scorecard updated
Teaches a model how operators handle the exceptions that break a plan.Illustrative example
40 office + 80 field staff, 6 years
Plus 3 or more years of records in your own systems.
No fee to you. The buyer pays ours separately.
Ranges are indicative, not offers, and come from the same model as our estimator.
The logistics and manufacturing records buyers ask for
One well-documented system can qualify. You choose what's included, and anything can be left out.
Loads, dispatch and tracking
How freight is planned, assigned and monitored.
Exceptions and claims
Delays, damages, shortages and how they were resolved.
SpreadsheetsQuality and production records
Inspections, nonconformances and corrective actions.
Supplier and customer correspondence
Orders, changes, disputes and negotiations.
Outlook
GmailWarehouse operations
Receiving, inventory adjustments and fulfillment issues.
ExcelFrom your systems to a licensed copy
Your originals stay in your systems, untouched.
Your systems
You approve the scope
Systems, date ranges, clients and lines, in writing.
De-identified
People, companies, addresses and account numbers replaced or removed.
Licensed copy
Used for AI training. The license prohibits publishing or resale.
How we handle customers, carriers and drivers
Customer, carrier, supplier and driver names, addresses, rates tied to a party and payment details are replaced or removed. Proprietary formulas and engineering drawings stay out of scope unless you choose otherwise.
Removed before delivery
- People's names, replaced with placeholders
- Customer, client and company names
- Addresses, phone numbers and emails
- Account, policy and card numbers
- Social Security numbers, dates of birth, health details
- Passwords, gate and alarm codes
What buyers keep
- The request or problem
- The diagnosis, decision or outcome
- Prices, quantities and timelines
- How the work moved between people and systems
Your originals never leave your systems. Only the agreed copy is processed.
What you need
Not sure how much data you have? Nobody expects you to. Volume is measured during the evaluation.
Full-time employees
Office and field staff together. Technicians, crews and adjusters also raise the valuation.
Questions owners ask
Still unsure? The evaluation is free and commits you to nothing.
Request an evaluationDo drivers and plant staff count?
Yes. Dispatchers, planners and office staff count toward the size bar, and drivers and plant teams generate the exception and quality records buyers value.
Are our rates and margins exposed?
No. Company names are replaced, rates tied to a customer can be generalized or excluded, and the license prohibits publishing.
What about trade secrets?
Formulas, process specifications and engineering drawings are excluded by default. Buyers mostly want the operational record, not your IP.
Do freight brokers qualify?
Yes. Broker records show load matching, negotiation and exception handling in detail.
Does the evaluation commit us to anything?
No. It's free and creates no obligation. If you qualify, the final offer comes in writing after a review of your systems. Nothing leaves your systems until you sign.
See what your logistics and manufacturing records could be worth.
Free, about three minutes, no obligation.