Custom builds · fixed scope

Claims. Paperwork. Eyes on the dock.

Document intake, driver check calls, exception alerts, detention claims — we design, build, and run the AI automation. Fixed scope, fixed price, and you own everything we ship.

Most AI pilots die in the demo — ours go live in 2–6 weeks

Work order · LP-2419 Running
09:41:07 INBOUND Fwd: detention — load #88214 · BOL ×2 · rate con
09:41:09 PARSED arrival 06:12 · departure 09:57 · dwell 3h 45m
09:41:11 CHECKED terms: 2h free · $65/hr after · 1h 45m billable
09:41:13 DRAFTED claim $113.75 · evidence: GPS + BOL + timestamps
09:41:14 REVIEW waiting on you — one click to send
Human approved
09:47:02 SENT evidence packet → shipper AP

Real workflow — detention claim, built as a fixed-scope pilot

  • Pilots from $12,000, fixed price
  • Live in 2–6 weeks
  • Data stays in US clouds
  • You own the code

What we build

Three builds we've done before, productized.

Scoped tight, priced fixed, and delivered into the stack you already run.

BUILD · CLAIMS

Detention & accessorial claims

Forward the email; get a shipper-ready evidence packet — GPS pings, timestamps, BOL data, calculated fees — drafted for your review in about a minute.

  • Recover money you currently write off
  • Every claim backed by evidence shippers accept
  • You approve before anything is sent
Pilot · one claim type · 2–4 wks
BUILD · DOCS

Document intake & audit

Rate cons, BOLs, invoices, PODs — read out of your inbox by DocAI, then checked against each other. Carrier billed above the rate con, accessorials nobody authorized, damage on a POD with no claim opened: the exceptions land on a list instead of nowhere.

  • Overbilling caught before the invoice is paid
  • Missing PODs surfaced while you can still invoice
  • Low-confidence fields flagged for a person, not guessed
Pilot · one document flow · 2–4 wks
BUILD · EDGE

Edge vision & custom hardware

Vision systems for docks, yards, and warehouses — trailer and container ID, damage documentation, verification stations. We build the software and source the hardware.

  • One vendor from camera to TMS
  • Hardware sourced and assembled to your spec
  • Runs on-site; footage stays on-site
Scoped per site

Client work

A truckload 3PL, three systems.

One client, three AI systems, built and operated over a series of fixed-scope engagements. Named details stay private — we'll walk you through the specifics on a call.

System 01

Document intake

Rate cons, BOLs, and PODs arrive by email and land in their system as structured records. Anything the model is unsure of goes to a person instead of being guessed.

System 02

Driver check calls

Check calls run automatically and the answers post back against the load. Dispatch only gets involved when a driver goes quiet or the answer does not match the plan.

System 03

GPS exception alerts

Tracking data is watched continuously for stops that should not be happening, routes drifting, and dwell running past the free time — flagged while the truck is still there, not at invoicing.

All three run against their existing stack — no TMS replacement

How engagements run

One workflow at a time.

No retainers, no discovery theater. Every engagement is a work order: scoped, quoted, shipped. Most pilots land between $12k–$30k.

01

Scoping call

Bring one painful workflow. We map it end to end and tell you plainly whether AI fixes it — and what it costs if it does.

Duration
30 min
Cost
$0
Output
Go / no-go + fixed quote
02

Fixed-scope build

We build against the quote, demoing weekly on your data — not slideware. No hourly billing, no scope drift.

Timeline
2–6 weeks
Price
Fixed, from $12,000
Output
Working system in production
03

Operate & iterate

We run it, watch it, and improve it month to month — or hand it over entirely. Code and data are yours either way.

Term
Monthly, from $2,000
Exit
Anytime
Ownership
Yours — code + data

FAQ

The questions operators ask.

What does an engagement cost?

Pilots start at $12,000 and most land between $12k–$30k, depending on how many systems the workflow touches. Running and improving it afterwards starts at $2,000 a month and you can cancel anytime. Every build is quoted fixed-price after the scoping call, so you know the number before we write a line of code.

Most AI pilots go nowhere. Why would this be different?

Because most pilots are run by vendors who don't know freight — they stall on messy BOLs, TMS quirks, and edge cases the demo never showed. We only do logistics, we scope one workflow at a time instead of a transformation program, every build ships with human review, and you see it running on your own data in the first week. If the scoping call says AI won't fix your workflow, we tell you that for free and you keep the analysis.

How fast is "live in weeks"?

A typical pilot — one claim type, one document flow — goes live in 2 to 4 weeks. Bigger scopes run up to 6. You see a working demo on your own data in the first week, not a status report.

Do we have to replace our TMS or change how we work?

No. We bolt onto what you already run — email, your TMS, spreadsheets, carrier portals — through integrations and APIs. If your team can forward an email, they can use what we build.

Who owns what you build?

You do. Code, configuration, prompts, and data are yours, contractually. Keep us on to operate it, or take a full handover with documentation — either way there is no lock-in.

Who actually does the work?

A small senior team. The engineers on your scoping call are the ones who build and run your system — no account-manager relay, no handoff to a bench you never met.

What happens if the AI gets something wrong?

Every workflow ships with human review built in: low-confidence results are flagged for your team instead of guessed, and nothing external — a claim, an invoice, an email — goes out without approval unless you decide it should.

We're a small operation. Is this for us?

That is who we build for — logistics companies from roughly 5 to 200 people who need enterprise-grade automation without an enterprise IT department. Start with the one workflow that hurts most.

Start with one workflow

Tell us what's eating your ops time.

A fixed quote before any code is written. A reply within one business day.