Industries · Logistics & Distribution
Freight moves fast. The paperwork crawls.
Ridgeway builds and operates AI systems for logistics and distribution back offices — the emailed orders retyped into the TMS, the check calls, the PODs chased for billing, the detention disputes assembled by hand. The trucks are fine. The office is the bottleneck.
01 / Where the hours go
The load delivered Tuesday. The office is still typing.
Logistics offices run on documents and status checks — high volume, clear rules, constant interruption. That profile is exactly what operated AI handles best.
Order intake
Email and PDF orders, retyped
Orders arrive as emails, spreadsheets, and PDF attachments, then someone keys them into the TMS by hand. Each manual transfer adds an avoidable validation point.
Load status
Check calls and “where’s my truck?”
Status calls can send dispatch back to drivers for facts a system already knows, creating avoidable relay work.
Delivery documents
PODs that hide from billing
The delivery happened, but the signed POD is on a phone, in a cab, or in a photo roll. Billing waits. Cash waits with it.
Billing readiness
Billing gated on paperwork
Invoices may wait until supporting documents land and match. Much of that readiness check is structured process, with exceptions reserved for human judgment.
Accessorial exceptions
Detention claims built by hand
Arrival time, departure time, appointment records, and rate terms may sit in different systems. Incomplete claim packets can delay review or weaken recovery.
Recurring reporting
The KPI spreadsheet ritual
On-time performance, cost per mile, and aging are often rebuilt from separate exports, which makes the report harder to refresh and trace.
The truck already delivered. The paperwork is still driving. Close the gap.
02 / The workflow map
Nine places AI earns its keep in a logistics office.
Workflows are ranked and scoped around your actual operation. Routine updates and document handling can run automatically; money movement and consequential exceptions keep the authorization your team defines.
| Process | Sub-process | AI opportunity |
|---|---|---|
| Order management | Order intake & entry | Reads the emailed order, PDF, or spreadsheet, extracts the fields, and enters the order with uncertain values held for human review instead of guessed. |
| Dispatch | Board updates | Status changes from drivers, telematics, and customer replies can update the dispatch board, reducing manual status chasing while preserving the source event. |
| Dispatch | Carrier tenders | Drafts tender emails from the load and your carrier list, tracks acceptances, and escalates unfilled loads to a person in time to act. |
| Customer service | ETA notifications | Proactive status and ETA updates can reduce “where’s my truck?” calls without requiring manual updates. |
| Documentation | POD & BOL collection | Chases drivers and carriers for the signed docs, files them against the right load, and flags what’s still missing before billing day. |
| Billing | Invoice assembly | When the POD lands and matches, the system can draft the invoice with its paperwork attached. A person reviews exceptions and approves the send. |
| Billing | Detention & accessorials | Assembles the timestamps, appointment records, and rate terms into a documented claim while the facts are fresh. The pursue-or-drop call stays human. |
| Compliance | Driver document chasing | Expiring licenses, medical cards, and insurance certs tracked and chased on schedule — before they become roadside problems. |
| Reporting | Weekly ops report | The Monday KPI packet builds itself from live data — on-time, aging, exceptions — drafted for review, not rebuilt from exports. |
Each workflow is configured around your systems, customer commitments, permissions, and exception paths before it runs.
03 / The stack we meet you on
Your TMS stays. So does the shared inbox.
Logistics stacks are a mix of serious platforms and stubborn spreadsheets. The system connects to both — that’s the point.
McLeod, Ascend, Turvo, a homegrown system, EDI feeds — if it has an API or even a consistent export, it connects. The audit maps what you actually run before anything gets built.
04 / Connected movement
The customer should not have to chase the shipment.
Ridgeway can connect order intake, dispatch, document capture, tracking events, billing readiness, customer updates, and exception queues so the current status moves with the shipment.
Driver recruiting and customer education should begin with operational evidence: service changes, facility walkthroughs, safety-approved interviews, and route or equipment context. A capture brief can send a photographer, videographer, or approved avatar presenter after operations confirms what may be shown. Editors then shape separate website, email, and recruiting drafts; leadership reviews the facts before approved pieces enter the publishing schedule. A recurring performance brief links engagement and applicant signals back to the source campaign so the team can decide what deserves another run.
— WORKS WITH THE STACK YOU ALREADY RUN · CONNECTIONS VERIFIED DURING SCOPING —
Gmail
Outlook
Google Sheets
Excel
Google Drive
OneDrive
Dropbox
Slack
QuickBooks
Teams
Xero
Salesforce
Stripe
Pipedrive
Square
Monday
HubSpot
Twilio
Notion
DocuSign
Airtable
OpenAI
Trello
Asana
Procore
ClickUp
Calendly
Zapier
n8n
Housecall Pro
Make
Claude
Adobe PDF
Gemini
Google Calendar
05 / Keep reading
Related patterns and field notes.
Use case
Scheduling & Dispatch
Board updates, confirmations, and reschedule chains — dispatch patterns in depth.
Read the patterns →Use case
Admin & Back Office
Document-to-system extraction and filing — the POD problem, generalized.
Read the patterns →Use case
Finance & Invoicing
Invoice assembly, matching, and chasing with clean exception queues.
Read the patterns →Field notes
Why AI systems go stale
Tools change, workflows drift — why an unwatched automation quietly stops working.
Read the post →Field notes
The office AI capability ladder
From autocomplete to operated systems — where each rung actually pays off.
Read the post →Field notes
Shadow mode: the first two weeks
How a new system runs alongside your office before it touches anything real.
Read the post →06 / Next
Bring us one workflow.
The mapping call is free. Bring the task your office hates doing twice — order entry, POD chasing, the Monday report — and leave with a straight read on whether it’s worth automating.