TL;DR: Fleet-wide sensor calibration is the backbone of trustworthy telematics, ADAS, and analytics. Once you start dealing with hundreds or...
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Blog
Jun 15, 2025 Resolute Dynamics
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...
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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...
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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...
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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....
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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...
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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...
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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...
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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,...
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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...
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How Zero-Trust Security Protects Fleet Telematics
Connected vehicles are rapidly transforming fleet operations. Modern fleet platforms collect large volumes of data from sensors, onboard computing systems,...
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How Fail-Safe and Fail-Secure Shape Vehicle Safety
Modern fleet safety technology is evolving from passive monitoring to active vehicle intervention systems. Platforms can now detect unsafe driving...
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How ISA Systems Resolve Conflicting Speed Limit Data
Modern Intelligent Speed Assistance (ISA) systems rely on multiple sources of information to determine the correct speed limit for a...
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Threat Modeling for AI-Powered Fleet Safety Systems
In today’s world, fleets are no longer just about vehicles moving from point A to B. They’ve evolved into intelligent...
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OTA (Over-the-Air) Updates for ISA Firmware: Best Practices
Intelligent Speed Assistance (ISA) systems are becoming a standard feature in modern vehicles, especially in fleets. With regulations tightening across...
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Cybersecurity in Adaptive Speed Limiting Systems
The way vehicles operate is changing fast. From self-driving features to AI-powered road safety systems, modern fleets now rely heavily...
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Protecting ISA + Telematics Data in the Cloud
In today’s connected world, vehicles aren’t just machines — they’re moving data centers. With systems like Intelligent Speed Assistance (ISA)...
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ISA System Failures: What Happens & How to Prevent It
In today’s fast-moving world of fleet safety and smart vehicles, ISA systems—short for Intelligent Speed Assistance—are becoming essential. Governments are...
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Why Insurers Are Mandating ISA Systems for Fleets
In today’s world, managing a fleet is more than just keeping vehicles moving. It’s about safety, compliance, and staying ahead...
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How Telematics Is Changing Fleet Insurance Forever
Commercial fleet insurance isn’t what it used to be. Not long ago, insurers mostly relied on past claims, vehicle type,...
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