CorridorIQ
Autonomous Freight OS
Edge IoT, Computer Vision & Escrow Infrastructure

The technology powering autonomous freight corridors.

CorridorIQ fuses domain-specific vehicle vision and telematics models with hyper-scale infrastructure from AWS, NVIDIA, and Microsoft Azure to deliver sub-second pre-trip diagnostics, tamper-proof fuel monitoring, and instant ePOD escrow settlement.

Interactive Neural Telematics Demo

See how CorridorIQ eliminates haulage leakage in real time.

Test live pre-trip vehicle computer vision, fuel-siphoning & driver anomaly underwriting, and dynamic backhaul yield matching across Nigerian transit corridors.

Select Pre-Trip / Waybill Inspection Feed

Heavy vehicle inspection telemetry
99.3% Confidence (AxleViT-v4 Multimodal Vision)Tractor #TS-409 (HOWO A7 371HP) • Sagamu Interchange Yard
FleetVision™ Autonomous Inspection Report
Manifest #CQ-4491
Severity & RoadworthinessHIGH PRIORITY (Highway blowout hazard — pre-trip grounded)
AI Verified Mechanic BOQ₦285,000 - ₦320,000
Automated Spare-Parts & Service BOQ (Benchmarked)
  • Aeolus / Double Coin 315/80R22.5 Heavy Radial Tire: ₦265,000
  • Heavy-duty brass valve stem & dynamic wheel balancing: ₦14,000
  • Certified Heavy-Duty Vulcanizer & Torque Calibration: ₦16,000
Assigned Corridor Service Bay

Apapa Heavy Axle & Radial Bay (Vetted Corridor Partner)

< 35 minutes mobile bay dispatch

Escrow Locked
Passed (Tire serial stamp & GPS coordinates matched Tractor #TS-409)0 inflated mechanic markups
AWS IoT Core and KMS telemetry servers
AWS IoT Core & S3 Object LockReal-Time J1939 CAN-Bus Ingestion
NVIDIA TensorRT Vision Inference
NVIDIA TensorRT Silicon AccelerationSub-340ms Tire & Brake Vision Triage
Azure Confidential Waybill Escrow
Microsoft Azure Confidential EnclavesHardware-Isolated Waybill Escrow
Enterprise Infrastructure Partners

Built on AWS, NVIDIA & Microsoft Azure.

Engineered for mission-critical fleet reliability across low-bandwidth highway corridors and busy port terminals.

Amazon Web Services

AWS IoT & Serverless Fabric

High-frequency vehicle telemetry ingestion and immutable waybill storage.

  • AWS IoT Core & Kinesis: Ingests MQTT telemetry streams from OBD-II, J1939 CAN-bus, and ultrasonic tank sensors across 1,850+ vehicles.
  • AWS KMS & CloudHSM: FIPS 140-2 Level 3 cryptographic signing for dual-currency WaybillEscrow™ disbursement instructions.
  • Amazon S3 Object Lock: Write-Once-Read-Many (WORM) archive for pre-trip inspection photos, ePOD signatures, and FRSC compliance logs.
SLA: 99.99% Multi-AZ Telemetry Uptime
NVIDIA AI Computing

NVIDIA Accelerated AI Silicon

Sub-340ms mechanical fault segmentation and optical seal verification.

  • NVIDIA TensorRT™ Quantization: FP16/INT8 optimization running AxleViT-v4 tire, brake drum, and seal verification in 340ms.
  • NVIDIA Triton™ Inference Server: Concurrent multi-fleet batching across L40S and A10G Tensor Core GPU clusters during peak morning gate-out.
  • NVIDIA RAPIDS™ Tabular Engine: GPU-accelerated gradient boosting for real-time fuel-siphon anomaly detection and backhaul pricing.
Inference: 340ms Latency on Tensor Cores
Microsoft Enterprise

Microsoft Azure Confidential

Confidential escrow enclaves, SAP TM connectors, and zero data leakage.

  • Azure Confidential Computing: AMD SEV-SNP hardware enclaves protecting shipper tariff rates, waybill manifests, and driver BVN/NIN records.
  • Azure OpenAI Enterprise Partition: Parses unstructured commercial waybills, customs packing lists, and mechanic estimates with zero data retention.
  • Dynamics 365 & SAP TM Sync: Native enterprise bus connectors for automated freight ledger reconciliation.
Security: ISO 28000, SOC2 & NDPR Certified
Proprietary Machine Learning Models

Domain-specific freight & telematics intelligence.

Trained on heavy-duty truck components, West African highway topography, and regional wholesale spare-parts indices.

Model 01 • Multimodal Vehicle & Seal Computer Vision

FleetVision™ (AxleViT-v4)

Trained on 160,000+ Heavy Vehicle Inspections

The Corridor Challenge:

Heavy trucks departing Apapa, Onne, or Kano routinely suffer highway blowouts and brake failures because paper pre-trip checklists are ticked without inspection. Worse, unscrupulous drivers swap brand-new 315/80R22.5 radial tires for worn casings en route and submit inflated roadside mechanic bills.

How AxleViT-v4 Solves It:

Drivers capture guided smartphone photos before gate-out. AxleViT-v4 measures tread depth, detects sidewall cord bulges, reads tire DOT serial numbers via optical character recognition, and audits replacement parts against live Apapa/Nnewi wholesale catalogues.

Technical Specifications:

  • Architecture:Vision Transformer + YOLOv9 Edge OCR
  • Inference Latency:340ms on NVIDIA TensorRT L40S
  • Defect Classification Precision:98.9% Top-1 Mechanical Faults
  • Anti-Swap Verification:Sidewall Serial OCR + EXIF GPS Lock
Model 02 • Fuel Siphoning & Driver Risk Underwriting

DriverSentinel™ (Telematics-GBM-v3)

AUC-ROC: 0.964 Siphon Detection

The Fuel Leakage Blindspot:

Basic GPS trackers only show truck location—they cannot distinguish between legitimate diesel burn climbing the Lokoja-Abuja gradient with a 32-ton load versus 65 liters siphoned into jerrycans at an unauthorized roadside stop.

How Telematics-GBM-v3 Solves It:

Our gradient-boosted anomaly model fuses ultrasonic fuel probe readings, CAN-bus injector pulse width, gross vehicle axle weight, and digital elevation maps to compute expected fuel consumption every 60 seconds.

Telemetry Feature Vector (0 to 850 Score):

Tank vs Injector Delta
Pinpoints tank drainage down to ±1.5 liters.
Axle Payload Curve
Adjusts burn target for loaded vs empty legs.
Fatigue & Harsh Brake
Monitors continuous driving hours & G-force.
Corridor Geofence
Flags unauthorized black-market fuel stops.
Model 03 • Spatio-Temporal Backhaul & Escrow Engine

CorridorYield™ & WaybillEscrow™

Multi-Currency ePOD Escrow

The Empty Return Dilemma:

After delivering FMCG goods to Kano, Kaduna, or Enugu, trucks often sit idle for 4–6 days waiting for manual brokers or return empty to Lagos, destroying fleet unit economics.

Automated Backhaul & ePOD Escrow:

CorridorYield predicts truck ETA 36 hours ahead and matches capacity with pre-funded return cargo from verified industrial shippers. Upon destination ePOD photo verification, WaybillEscrow settles freight in NGN or USD automatically.

Empirical Corridor Performance:

Empty Return Rate:6.5% (Down from 42% Baseline)
Waybill Settlement Speed:Same-Day ePOD Release (vs 42 Days)
Quarterly Net Margin Uplift:+₦1.4M to +₦1.85M per Heavy Truck

Fleet Telematics Architecture Comparison

Operational LayerManual Dispatch & Paper WaybillsBasic Map-Dot GPS TrackersCorridorIQ Autonomous OS
Pre-Trip & Tire InspectionFalsified paper tick-sheetsNo visual or tire serial capabilityAxleViT-v4 Vision + Sidewall Serial OCR (< 340ms)
Fuel Siphon DefenseFixed cash fuel allowances (high theft)No payload or gradient correlationCAN-Bus + Ultrasonic Probe + Elevation GBM Model
Waybill & ePOD Settlement30–60 day paper waybill courier delayDisconnected from banking railsOptical Seal ePOD + Instant CBN Escrow Release
Roadside Mechanic Billing40–70% inflated spare-parts invoicesNo BOQ pricing intelligenceWholesale-Benchmarked BOQ + Vetted Bay Escrow

Experience the autonomous freight stack.

Schedule a technical architecture review with our telematics engineers, or deploy a 30-day sandbox across your fleet.