3PL & Contract Logistics Consulting
Turning 3PL Data Into Competitive Advantage.
Fragmented WMS, TMS, and ERP systems. Revenue leakage from manual freight audits. Labor turnover with no early warning signal. These are the data problems facing modern contract logistics operations — and the ones we’re built to solve.
3PL Data Architecture
The 3PL Data Problem
Why Data Stays Trapped in Contract Logistics
3PL operations generate enormous volumes of valuable event data. The challenge isn’t having data — it’s getting it out of disconnected systems and into decisions.
Siloed WMS, TMS & ERP Systems
Warehouse, transportation, and financial systems procured across different eras from different vendors — each with its own data model, schema, and access layer. Getting a unified operational picture requires manual reconciliation that delays insight by hours or days.
Manual Freight Audit & Revenue Leakage
Carrier invoicing discrepancies, accessorial charge errors, and weight/class mismatches are common in high-volume freight environments. Manual audit processes catch only a fraction of billable exceptions — the rest become permanent margin erosion.
Reactive Maintenance & MHE Downtime
Material handling equipment failures that interrupt throughput are rarely random events — they’re the end of a predictable sensor-data sequence. Without predictive maintenance models, operations teams respond to failures they could have anticipated.
Carrier Pricing Volatility & Rate Intelligence
Spot market swings, contract renegotiations, and fuel surcharge adjustments compound the difficulty of maintaining margin. Without lane-level benchmarking and dynamic pricing models, rate decisions are made on intuition rather than market intelligence.
Labor Turnover Without Early Warning
Warehouse associate turnover is among the highest of any industry segment. The behavioral and productivity signals that precede attrition are already in the data — engagement patterns, output variance, scheduling changes — but rarely connected and acted upon in time.
These aren’t isolated technology problems. They’re interconnected data architecture challenges that compound across the income statement — and they have well-defined architectural solutions.
Discuss your challenges →Logistics Capabilities
Built Around the 3PL Operating Model
Warehouse Intelligence
Real-time WMS event analytics, inventory accuracy modeling, slotting optimization, dock-to-stock velocity tracking, and pick path efficiency analysis. We turn WMS transaction logs into operational intelligence that drives throughput.
Transportation Optimization
Carrier performance dashboards, automated freight audit and exception management, lane-level rate benchmarking, and capacity planning models. We build the intelligence layer that makes TMS data actionable at the network level.
Financial Operations
Revenue recognition accuracy, billing discrepancy detection, contract margin analysis by client and lane, and P&L visibility at the facility level. We connect ERP and WMS data to produce the financial intelligence 3PL operators need for growth conversations.
Workforce Analytics
Labor demand forecasting, turnover prediction from behavioral and productivity signals, shift productivity benchmarking, and engagement scoring. We model the workforce patterns that drive retention and staffing efficiency in high-turnover environments.
Compliance & Risk
CTPAT compliance monitoring, customer SLA scorecards, audit-ready reporting pipelines, and risk signal detection across carrier networks and facility operations. We build the data infrastructure that makes compliance systematic rather than reactive.
Fixed-Scope Engagement
Not Sure Where to Start?
We offer fixed-scope architecture assessments that map your current data maturity, identify the highest-ROI opportunities, and produce a prioritized roadmap — before any major investment. Scoped, time-boxed, and priced to deliver immediate clarity.
Technologies We Work With
The modern data stack for enterprise 3PL operations — from ingestion to intelligence.
Our Focus
We architect solutions for the unique data challenges facing contract logistics, freight brokerage, and supply chain operations.
Our focus is on domain depth — understanding how WMS event streams map to operational outcomes, how carrier relationships translate to margin, and how workforce patterns predict attrition. We don’t sell platforms or software; we build the intelligence that makes your existing systems work together.
Featured Insights
Logistics Architecture Research
Breaking the Silos: Architecting a Real-Time Data Lakehouse for a 100-Node 3PL Network
Legacy 3PLs managing 90+ distribution centers often operate on a patchwork of incompatible WMS, TMS, ERP, and CRM systems. This architecture...
Stopping the Leak: Generative AI for Intelligent Freight Audit & Payment
For a national freight brokerage managing $2B+ in annual freight spend, a 4% revenue leakage rate from undetected overcharges and duplicate ...
The Algorithmic Fulfillment Center: Predictive Slotting and Robotics Orchestration
Enterprise omni-channel 3PLs operating hybrid human/AMR/ASRS workforces face a fulfillment orchestration challenge that static WMS logic can...