Behnke Logistics

One operations platform, with AI on every warehouse, supplier, and load

Behnke replaced disconnected spreadsheets and legacy tools with a single logistics platform they own, then put AI to work on supplier forecasting, shortage detection, and executive reporting.

14 hrs → 9 min
Document turnaround
15+ hrs/wk
Manual reconciliation eliminated
93%
Documents posted without re-keying
01 · The challenge

Behnke’s operations spanned multiple warehouses, dozens of suppliers, complex carrier relationships, and thousands of customer shipments, all managed through disconnected spreadsheets and legacy systems.

Supplier shortages went undetected until they caused fulfillment delays. Carrier performance was tracked anecdotally. And previous SaaS tools had locked operational data inside vendor platforms, blocking the integrations and analysis Behnke needed.

  • Before Brem
  • 15+ hours a week of manual reconciliation
  • Shortages discovered after they hit fulfillment
  • No portable, queryable operational history
02 · The solution

A logistics operations platform Behnke owns outright, with an AI layer that turns operational data into prioritized actions.

01

Order & inventory lifecycle

Unified orders across warehouses, with lot, serial, and location-level inventory that eliminates manual reconciliation.

02

Shipment & load visibility

Live GPS tracking through Samsara, multi-stop routing, carrier assignment, and VIN-level tracking.

03

Supplier forecasting

Shortage detection, forecast-accuracy scoring by supplier, and automated weekly past-due notifications.

04

Executive intelligence

AI synthesizes shipment, forecast, and shortage metrics into prioritized recommendations for leadership.

03 · AI in production
Live in production

AI that tells operators what to do next

Because Behnke owns its data architecture, AI analyzes the complete operational history, not a vendor’s export, and the value compounds as the dataset grows.

Supplier reports

Executive summaries of supplier performance with specific recommendations: which suppliers to review, where to adjust safety stock.

Shortage alerts

Forecasted shortages surfaced days earlier, with past-due items flagged to procurement automatically.

Provider-agnostic

Built on Ruby LLM, so Behnke can switch AI providers without changing application code.

04 · Results

Measured before and after

  • Document turnaround
    14 hrs9 min
  • Manual reconciliation
    15+ hrs/wk< 1 hr/wk
  • Shortage warning
    At fulfillmentDays ahead
  • Systems of record
    6+1
“We stopped arguing about whose spreadsheet was right. Now there is one system, and it tells us where the problems are before our customers do.”
BLVP of Operations, Behnke Logistics
05 · Platform

What we delivered

Multi-tenant portals

Role-based access for customers, suppliers, warehouse staff, and administrators.

Barcode & QR

Labels for receipts, inventory, and warehouse locations.

McLeod TMS

Integrated carrier management and transportation coordination.

Mobile apps

iOS and Android apps with over-the-air update management.

Audit trails

Complete change tracking on every record.

Automated alerts

Configurable notifications for shortages, past-dues, and status changes.

Backend
  • Ruby on RailsComplex logistics workflows
  • PostgreSQLFull historical analytics
  • Ruby LLMProvider-agnostic AI layer
  • Solid QueueForecast imports and AI reports
Frontend
  • React 19 & TypeScriptReal-time operational dashboards
  • TanStack TableLarge inventory datasets
  • Google MapsLive route visualization
IntegrationsSamsaraMcLeodGoogle MapsiOS & AndroidCSV import/export
06 · Ownership

What Behnke Logistics owns

Every component is theirs to extend, migrate, or operate independently, with or without Brem.

  • Complete source code in their own Git repository
  • All operational data in a database they control
  • Docker and Kamal deployment to any cloud or on-premises
  • Documentation any qualified engineer can pick up
  • Zero per-seat fees and zero exit cost
  • iOS and Android app source code

More customer stories

Building for logistics & warehousing?

We built Behnke Logistics's platform. In 30 minutes we'll show you where software and agents would pay off first in your operation.

  • 30 minutes with an engineer who has shipped software in your industry
  • 3 workflows ranked by hours saved and payback, yours to keep
  • $0 and no commitment. Most teams decide within a week