Logistics & Route AI
Every mile a truck drives that it didn't need to is a cost you're absorbing silently. We build the routing and visibility systems that make it visible — and fixable.
Segment Profile
// Market Context
The Landscape
Logistics and supply chain operations run on a dense stack of specialized systems — TMS, WMS, telematics, and EDI-based partner communication — that each handle a piece of the operation well but rarely share data cleanly.
Shipper expectations for real-time shipment visibility (set by consumer tracking standards) have raised the bar. Supply chain disruptions have made proactive vendor and supplier risk monitoring a board-level priority.
// Scaling Barriers
Routing Inefficiencies & Shipment Blindspots
Business Bottlenecks
- ✕Dispatch and route planning done manually or with basic tools that don't account for real-time traffic, driver hours-of-service, and multi-stop constraints.
- ✕Warehouse pick-pack processes with inefficiencies that compound at scale.
- ✕Supply chain risk (vendor delays, geopolitical disruption) monitored reactively rather than proactively.
- ✕Freight visibility gaps between pickup and delivery, particularly across multiple carriers or modes.
- ✕Warehouse inventory accuracy drift between physical stock and system records.
System Fragmentation
- ✕TMS, WMS, and telematics systems don't share data natively.
- ✕Legacy EDI systems handling partner communication with limited API equivalents.
- ✕GPS/telematics data collected but not systematically analyzed for route optimization.
Scaling & Visibility Barriers
- ✕Adding fleet capacity or warehouse locations multiplies coordination complexity without a unified visibility layer.
- ✕Manual dispatch processes scale linearly with fleet size, capping growth.
- ✕Shippers expect real-time visibility, which many B2B operations don't provide.
// Solutions Architecture
Connecting the Full Transportation Chain
AI Route Optimization Engines
We write routing engines that optimize multi-stop delivery sequences based on real-time traffic, load weight, and driver hours.
Predictive ETA pipelines
We build machine learning pipelines that combine historical transit times and live GPS data to generate accurate delivery estimates.
Multi-Carrier visibility layers
We build central dashboards that aggregate and normalize transit signals across truckload, LTL, ocean, and parcel carriers.
Automated warehouse pick-paths
We optimize warehouse slotting and pick paths, designing custom mobile screens to guide pickers efficiently.
Custom EDI integrations
We develop API-to-EDI translation middleware that processes purchase orders and shipping notices automatically.
Vendor Sentinel risk monitoring
We engineer tracking portals that monitor supplier status and geographic disruption alerts to flag late shipments early.
// Engagement Pipeline
The Implementation Blueprint
TMS & WMS API Audit
We trace your system integration points, map EDI exchange formats, and audit telematics APIs.
Data Layer Integration
We construct the central data warehouse, synchronize the tracking endpoints, and test the pick-path and dispatch routing layers in sandbox models.
Security & API Hardening
We establish secure connection credentials, segment telematics interfaces, and deploy the live fleet yield dashboard.
// Technical Blueprints
Example Systems We Build
Explore targeted solutions built from scratch.
Real-time fleet visibility platform unifying TMS and telematics data
Custom warehouse management system tuned to facility layout
Supply chain/vendor risk monitoring platform
Multi-carrier, multi-modal shipment tracking system
Custom dispatch and route assignment system
EDI middleware for partner integration
Customer-facing shipment tracking portal
Warehouse slotting optimization tool
Driver mobile app for route/POD/exception handling
Freight documentation and customs compliance system
// FAQS
Common Engineering Questions
Can you integrate with our existing TMS and WMS platforms?
Do you work with multi-modal operations (truck, rail, ocean, air)?
How is this related to the vendor security risk monitoring work you've done before (Tesseract/VendorSentinel)?
Do you handle DOT/FMCSA compliance requirements in the systems you build?
If manual routing, warehouse inefficiencies, or supplier blind spots are costing your operation...
Let's trace your logistics workflows, map active software APIs, and establish a clear integration plan.