Enterprise Transportation Analytics & Freight Business Intelligence
Transform massive freight data into executive decision power with interactive analytics dashboards analyzing cost-per-mile, lane profitability, and fleet efficiency.
What is Transportation Analytics in Logistics & Transportation?
A transportation analytics platform is an enterprise business intelligence and data lakehouse system that consolidates freight costs, lane profitability, driver productivity, and carrier performance. Cognic builds sub-second columnar analytics engines that provide executive control tower visibility across multi-modal logistics networks.
Core Engineering Capabilities for Modern Freight & Fleet Operations
Production-grade features designed for motor carriers, freight forwarders, 3PL providers, and private enterprise fleets.
Granular Cost-Per-Mile (CPM) Profitability Modeling
Calculating loaded versus empty cost-per-mile down to individual tractors, drivers, and freight lanes, isolating unprofitable operations.
Carrier Scorecarding & SLA Benchmarking
Automated evaluation of carrier on-time pick-and-delivery percentages, tender acceptance ratios, and claim rates to guide contract renegotiations.
Lane Rate Volatility & Market Price Indexing
Comparing internal contract rates against DAT and FreightWaves SONAR spot market benchmarks to optimize procurement timing.
Driver Productivity & Retention Analytics
Analyzing weekly driver mileage, dwell times, earnings, and safety scores to identify retention risks before drivers submit resignations.
Carbon Footprint & GLEC Framework Accounting
Automated calculation of greenhouse gas emissions (CO2e) per ton-mile across road, rail, air, and ocean modes for ESG sustainability reporting.
Automated Margin Leakage & Anomaly Alerts
Machine learning alerts detecting unexpected spikes in accessorial detention charges, out-of-route miles, or abnormal fuel burn rates.
Overcoming Mission-Critical Transportation Bottlenecks
How our technical implementations resolve empty deadhead miles, carrier rate volatility, and regulatory compliance risks.
Data Trapped in Siloed Legacy Logistics Systems
Freight brokers and carriers maintain separate systems for TMS, dispatch, telematics, and accounting, requiring days of manual spreadsheet merging.
Slow Sluggish Queries on Massive Telematics Tables
Traditional relational databases freeze when analysts attempt to run multi-year lane performance comparisons across millions of GPS records.
Unidentified Unprofitable Shipping Lanes
Carriers service lanes that lose money due to hidden deadhead return miles and excessive dock detention, eroding overall corporate profits.
Stringent Corporate ESG & Carbon Reporting Mandates
Enterprise shippers demand audited carbon emission reports that logistics carriers cannot produce from fragmented fuel receipts.
End-to-End Delivery & Rollout Workflow
A disciplined four-stage engineering lifecycle ensuring zero fleet downtime and seamless driver adoption.
Metric Dictionary & Data Source Audit
Defining core transport KPIs (Cost-Per-Mile, Operating Ratio, On-Time In-Full, Tender Acceptance) and auditing underlying TMS and telematics tables.
ELT Pipeline & Lakehouse Engineering
Building automated data pipelines with dbt and Apache Airflow that ingest, clean, and model raw transaction records into Snowflake.
OLAP Engine & Dashboard Customization
Configuring ClickHouse or Power BI semantic layers, designing role-based executive dashboards, and setting up automated margin alerts.
Executive Rollout & Decision Enablement
Conducting logistics management training, verifying financial reconciliation against general ledgers, and activating automated daily digests.
Four-Tier Scalable Logistics Architecture
Event-driven infrastructure separating mobile telematics, dispatch solvers, data lake streaming, and cloud backbones.
Multimodal Ingestion Pipeline
Modern Cloud Data Lakehouse
High-Speed Columnar OLAP
Executive Dashboards
Certified Security & Regulatory Compliance
Built to satisfy international transportation mandates, electronic logging standards, and carrier EDI protocols.
Measurable Outcomes Across Fleet & Freight Operations
Demonstrated performance gains across fuel consumption, deadhead mileage, on-time arrivals, and maintenance overhead.
Tailored Deployment Architecture
Flexible operational setups supporting multi-cloud, in-cab mobile, and hybrid logistics dispatch nodes.
Cloud-Native Logistics Lakehouse SaaS
Centralized analytics infrastructure hosted on AWS or Azure with decoupled compute and storage for limitless analytical scale.
Shipper & Carrier Embedded Portal
White-label analytics portal embedded directly inside your platform for freight brokerage shippers and third-party motor carriers.
Private Enterprise Transport Node
Private cloud deployment utilizing ClickHouse and open-source BI tools for organizations requiring complete on-premises data residency.
Frequently Asked Questions
Direct technical answers regarding telematics protocols, ELD mandates, ERP integration, and dispatch deployment.
How does transportation analytics calculate true cost-per-mile (CPM)?
The platform aggregates fixed equipment depreciation, driver wages, diesel fuel receipts, insurance allocations, maintenance expenses, and empty deadhead miles, dividing total operational costs by billable revenue miles to establish true net margins.
Can the analytics platform process millions of historical GPS breadcrumbs without lagging?
Yes. We build on columnar OLAP databases like ClickHouse and Snowflake. By compressing time-series data and scanning only required columns, queries across hundreds of millions of GPS records return in under 2 seconds.
How does market price indexing assist freight procurement?
Our platform compares your contracted lane rates against real-time market spot indexes (DAT, FreightWaves SONAR). If spot rates drop significantly below contract rates, procurement managers can renegotiate or allocate volume strategically.
What is GLEC framework carbon reporting in freight logistics?
The Global Logistics Emissions Council (GLEC) framework is the globally recognized methodology for calculating logistics greenhouse gas emissions. Our platform applies GLEC emission factors per transport mode, generating audited corporate sustainability reports.
Can regional terminal managers access custom dashboards on their tablets?
Yes. We deliver responsive mobile dashboards allowing terminal managers to track hourly dock throughput, local driver dwell times, and trailer utilization directly from tablet devices in the yard.