Context-aware speed control depends on one upstream decision: what kind of road the vehicle is actually on. AI road-type classification...
Read More
Blog
Jun 15, 2025 Resolute Dynamics
Telematics Interoperability: Standards, APIs & Open Data
Telematics platform interoperability is the ability of platforms and vehicles from different manufacturers to exchange data through common standards and...
Read More
Satellite Fallback for Fleet Telematics in Remote Operations
About 85% of Earth's surface has no terrestrial cellular coverage, which is why fleets operating beyond the cell network increasingly...
Read More
API Design Best Practices for Telematics Platform Integrations
Telematics API design rests on eight decision areas: data modeling, integration patterns, authentication, webhook delivery, reliability, scale, versioning, and interoperability....
Read More
Event-Driven vs Continuous Data Capture for Fleets
Continuous data capture samples a sensor on a fixed time interval, while event-driven data capture records only when a trigger...
Read More
Vehicle Data Capture Architecture for Heterogeneous Fleets
A vehicle data capture architecture is the layered system that acquires, transmits, decodes, normalizes, stores, and serves vehicle data from...
Read More
Graduated Intervention Strategies: From HMI Alerts to Hard Speed Limits
TL;DR: Graduated intervention in fleet speed governance uses a stepped approach instead of a simple on/off limiter. You start with...
Read More
ISO 26262 Functional Safety for Fleet Speed Governance Systems: A Practical Guide
ISO 26262 absolutely applies to fleet speed governance systems because they control vehicle speed using electrical/electronic (E/E) components. If a...
Read More
SOTIF Compliance in Fleet Speed Governance: Managing Safety of the Intended Functionality
TL;DR: SOTIF (ISO 21448) for fleet speed governance is about making sure your speed limiter or intelligent speed assistance behaves...
Read More
Driver Override Ethics in Automated Safety Systems: Where Should the Line Be?
TL;DR: Automated speed governance and safety systems can dramatically cut crash risk and legal exposure, but they also put hard...
Read More
Sensor Calibration at Scale: Maintaining Data Accuracy Across Large Commercial Fleets
TL;DR: Fleet-wide sensor calibration is the backbone of trustworthy telematics, ADAS, and analytics. Once you start dealing with hundreds or...
Read More
Multi-Cloud vs Hybrid Cloud Strategies for Fleet Data Infrastructure
TL;DR: For fleet data infrastructure, multi-cloud means spreading workloads across multiple public clouds. Hybrid cloud means blending on-prem or edge...
Read More
V2X Communication for Commercial Fleets: How Vehicle-to-Everything Transforms Fleet Safety
TL;DR: V2X communication lets your trucks, vans, and buses “talk” to nearby vehicles, traffic lights, pedestrians’ devices, and the cloud...
Read More
OTA Firmware Update Strategies for Connected Fleet Devices at Scale
TL;DR: Once you’re running 10K+ vehicles, Over‑the‑Air (OTA) firmware updates stop being “nice to have” and become the only realistic...
Read More
OBD-II vs CAN Bus Data Extraction: What Fleet Operators Need to Know
TL;DR: OBD-II gives you a standardized, plug‑and‑play way to grab core engine and emissions data from a simple 16‑pin port....
Read More
Edge AI Data Preprocessing Pipelines: How Smart Vehicles Filter Before They Transmit
TL;DR: Connected fleet vehicles throw off a ridiculous amount of raw sensor data that’s far too heavy and expensive to...
Read More
Raw Footage vs AI Data: What Should Fleets Store?
Fleet video telematics has evolved quickly over the past few years. What started as simple dashcams recording hours of footage...
Read More
How Multi-Sensor Fusion Powers Fleet Data Capture
Modern fleet vehicles generate enormous amounts of data every second. Cameras capture visual context around the vehicle, radar detects nearby...
Read More
LiDAR vs Radar vs Camera: Which Sensor Fits Fleets?
Commercial fleets are under increasing pressure to improve safety, reduce liability, and meet regulatory compliance requirements. At the same time,...
Read More
MQTT, AMQP, or HTTP: Which Fits Vehicle Telemetry?
Modern connected vehicles generate large volumes of telemetry data every second. Cameras capture road conditions, radar detects surrounding vehicles, GNSS...
Read More