Poor visibility
Shipment status and exceptions are scattered across carriers, partners and systems.
Industries
Engineering for Logistics & Supply Chain
Planners lack a reliable picture when shipment events, warehouse capacity and carrier updates arrive in different systems. We connect operational feeds and build forecasts and exception tools at the level where dispatch and capacity decisions happen.
Talk about your sector
Overview
Logistics is a real-time optimization problem disguised as an operations business. Every shipment, route, container and warehouse slot is a decision, and the data to make it better already exists in TMS, WMS, telematics and partner feeds. It is rarely joined up.
We build forecasting and optimization models, visibility and control tower platforms, streaming data pipelines and the software that shippers, carriers, 3PLs and freight platforms use to run their operations.
Data Engineering & Platform Modernization: Batch and streaming pipelines, lakehouses and migrations off legacy warehouses.
Data Science & Predictive Modeling: Forecasting, churn, risk and optimization models, delivered by embedded data science teams.
AI Agents & Intelligent Automation: Agentic systems and automation that complete multi-step work under human oversight.
For a representative delivery approach, read Forecasting demand across a logistics network.
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Challenges
What gets in the way
Manual planning
Routing, load building and scheduling depend on planner experience and spreadsheets.
Demand and capacity mismatch
Forecasts do not capture demand shifts, leading to idle or overloaded capacity.
Document-heavy processes
Bills of lading, customs paperwork and proofs of delivery are handled by hand.
Fragile integrations
EDI, APIs and partner feeds break quietly and are hard to monitor.
Legacy operational systems
Aging TMS and WMS limit new capabilities and data access.
Bring the use case. We will bring the engineering point of view.
Solutions
What we build
Visibility platforms and control towers
Unified shipment, order and exception views built on streaming data.
Explore this serviceForecasting and optimization
Demand, ETA and capacity forecasting with route, load and inventory optimization.
Explore this serviceDocument automation
Extraction and validation of shipping and customs documents with exception handling.
Explore this serviceIntegration and data platforms
Reliable pipelines across TMS, WMS, ERP, telematics and partners.
Explore this serviceLogistics software engineering
Customer portals, carrier apps, driver apps and internal tools built for field conditions.
Explore this serviceAI agents for operations
Agents that chase exceptions, coordinate updates and prepare planner decisions.
Explore this serviceWhere it fits
Typical use cases
- Real-time shipment tracking and ETA prediction
- Route and load optimization
- Warehouse slotting and labor planning
- Customs and shipping document processing
- Carrier and customer portals
- Exception management with AI assistance
FAQ
Questions about Logistics & Supply Chain
Yes. EDI, APIs and file-based feeds are all part of our integration work, with monitoring so failures are visible.
It depends on data coverage, which we assess first. Models combine historical performance, live telematics and external factors, and report confidence so operations can act accordingly.
Yes, designed for offline use, rugged devices and quick interactions.
Yes. We add APIs, data pipelines and new interfaces around existing systems and replace components in stages.
Related services
Capabilities that apply here
Next step
Ready when you are.
Tell us what you are trying to build and we will come back with a point of view, not a pitch.