FREIGHT, WAREHOUSING & FLEET

Software & AI development for logistics.

Logistics runs on handoffs, and every handoff is a chance for data to go missing or stale. We design and build the dashboards, field apps, integrations, and forecasting tools that help operations teams see what is happening and act on it.

Large warehouse with organized shelving and parcels
Logistics & supply chainINDUSTRY FOCUS
THE CONTEXT

Visibility from dock to doorstep.

Operational software is used in loading bays, cabs, and control rooms, not quiet offices. We design for gloves, glare, and patchy signal, and we engineer integrations that reconcile data from carriers, scanners, and partners into one dependable picture. AI can sharpen demand forecasts, estimate arrival times, and read shipping documents, provided the underlying data is understood first.

CHALLENGES WE PLAN FOR
01

Fragmented systems and partners

Shipments pass through WMS, TMS, ERP, carrier portals, and customer systems, often connected by EDI, CSV files, or manual entry. Getting a consistent status across them is a core engineering problem.

02

Unreliable field conditions

Drivers and warehouse staff work with intermittent connectivity, rugged devices, and little time to look at a screen. Apps must work offline and sync without losing scans or proofs of delivery.

03

Noisy, delayed data

Location pings drop, scans are missed, and events arrive out of order. Forecasting and ETA models are only as good as the cleaning and validation behind them.

04

Change across shifts and sites

New tools must be adopted by large, rotating teams across multiple locations. Training time is limited, so workflows need to be obvious and forgiving.

WHAT WE CAN BUILD

Opportunities worth exploring.

Driver and warehouse apps

Offline-first mobile apps for picking, scanning, route steps, and proof of delivery, designed for one-handed use and quick confirmations.

Mobile apps

Integration and event platforms

Backend services that ingest carrier APIs, EDI, and device events, normalize them, and expose a single shipment timeline to other systems.

Backend & cloud

Forecasting and ETA models

Demand, volume, and arrival-time models built on your historical data, with evaluation that shows where they are reliable and where planners should be cautious.

Machine learning

Shipping document automation

AI extraction from bills of lading, invoices, and customs paperwork into structured data, with exceptions routed to an operator for review.

AI development
PLANNED FROM DAY ONE

What we account for.

Regulatory and compliance obligations depend on your business and jurisdiction. We plan for them with your legal and compliance advisors rather than treating them as an afterthought.

  • Offline behavior, conflict resolution, and sync rules for field devices
  • Data contracts with carriers and partners, including formats, frequency, and error handling
  • Device management and hardware choices such as rugged handhelds or scanners
  • Role-based access across sites, customers, and subcontractors
  • Location data privacy for drivers, reviewed with your legal advisors
RELEVANT SERVICES

How we can help.

All services
LOGISTICS & SUPPLY CHAIN FAQ

Questions, answered.

Can you work with our existing WMS or TMS?

In most cases. We review the available APIs, database access, or file-based interfaces and design around them. When a system offers limited access, a middleware layer can collect and normalize its data without replacing it.

How much historical data do we need for forecasting?

It depends on seasonality, volume, and how stable your operations are. We start by assessing the data you have, its gaps, and its consistency. Sometimes a simpler statistical baseline is the right first step before a more complex model.

Do your apps work without a mobile connection?

Field apps can be designed offline-first, storing scans, photos, and signatures locally and syncing when a connection returns. We define how conflicts are resolved and what the user sees during that time as part of the design.

THE NEXT CHAPTER STARTS HERE

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