Detect, Diagnose, and Save Before Failures Happen
Tensor Planet uses AI to turn your existing telematics data and repair history into a three-step advantage for your fleet: detect early failure signals, diagnose what needs fixing, and save before a breakdown ever happens.
How It Works
Designed for fleet managers and technicians to detect, diagnose, and save before failures become breakdowns.
Detect Early Failure Signals
Our AI uses machine learning on your real-time telematics data to spot early warning signs of vehicle faults across the engine, aftertreatment systems, hydraulics, and more, long before a breakdown occurs.
Diagnose from Onboard Telematics
We use telematics data you already have to diagnose issues across all critical vehicle components. Fleet managers get a clear and complete picture of what is at risk, which vehicles need attention, and exactly when.
Save on Repairs and Avoid Unplanned Costs
Tensor Planet ensures your technician has the right part ready, the right repair identified, and the right instructions to act on. Save on rework, reduce unplanned costs, and keep your fleet running longer.
Detect, Diagnose, and Save Before Failures Happen
Designed for fleet managers and technicians to detect, diagnose, and save before failures become breakdowns
Precise AI Recommendations
Our AI analyzes real-time telematics data to detect early failure patterns and deliver clear, vehicle-specific maintenance recommendations that prevent costly breakdowns and extend asset life.
Insights from Onboard Telematics
We monitor all critical vehicle components such as the engine, aftertreatment systems, and hydraulic systems among others so fleets can plan proactive maintenance and rely less on spare vehicles.
Integration with Vehicle Systems
Our product connects seamlessly to industry-standard telematics, fleet management, CMMS and maintenance platforms with no new hardware required, making predictive maintenance easy to adopt.
Integrations With No New Hardware
We integrate with telematics providers like Geotab, Motive, Verizon and Samsara for real-time vehicle data. We connect with CMMS providers for maintenance data, so AI-generated recommendations can automatically create work orders in your existing systems.
Deployment in days with no new hardware
Use your existing telematics and maintenance systems. We partner with leading telematics and fleet maintenance platforms to make onboarding fast and fully remote with no vehicle installs.
No manual data entry for your teams
Vehicle records, maintenance history, and telematics data sync automatically via APIs. AI auto-creates work orders with recommendations and completed repair status flows back into the system for accurate feedback.
Insights flow across all your existing platforms
Fleet managers and technicians receive timely alerts of predictive failures, remaining useful life, and repair suggestions in the tools they already use. Parts teams get the lead time needed to stock critical components.
FAQs
Which fleets can benefit from Tensor Planet?
Tensor Planet works across light, medium, and heavy duty commercial vehicles, including mixed fleets with different makes, models, and duty cycles.
What types of vehicle failures does your product detect currently?
We detect early failures in core vehicle systems such as the engine and aftertreatment systems. Support for additional systems including hydraulics is on our roadmap.
How is Tensor Planet different from telematics systems?
Telematics systems show vehicle location, safety events, and fault codes. Tensor Planet works with your telematics data to predict failures weeks before they happen. We tell you what’s likely to fail, why, and what action to take – insights that telematics systems alone don’t provide.
Our telematics already gives us fault codes. Why do we need Tensor Planet?
Fault codes usually show up after a problem has already escalated. Tensor Planet detects degradation earlier, before failures turn into breakdowns.
We already do preventive maintenance. Why do we need this?
PMs follow fixed time or mileage intervals, and treat most vehicles the same. We personalize maintenance to each vehicle by understanding its unique health profile using sensor data and repair history. This helps us catch issues that develop between PM intervals and flag repairs only when the vehicle truly needs them.
How are you different from other predictive maintenance platforms?
Tensor Planet predicts failures 2 to 3 weeks early, creates work orders in existing systems, and covers engine, exhaust, hydraulics, and body equipment without requiring any new hardware.
Do you support municipal, city, and county fleets?
Yes. Our product works across public-sector fleets, and we contract through partners with cooperative purchasing contracts such as Sourcewell and state-level programs.
Does Tensor Planet work for older or leased fleets?
Tensor Planet works with any fleet that has active telematics data. The strongest value comes from vehicles where the fleet controls maintenance decisions and has repair history available.
What do we need to get started?
An active telematics device and your maintenance history in any available format. Fleets with 10 or more vehicles see the strongest value.
Which telematics and maintenance systems do you support?
We work with major telematics providers such as Samsara, Geotab, Motive, Verizon Connect, RTA Fleet, WhipAround, Fleetio, and others through API-based integrations.
We’re stretched thin. Is setup and integration complicated?
No. We connect directly to your existing telematics and maintenance software. Setup is fast, fully remote, and requires no hardware installs or shop downtime.
How long does implementation take?
Most fleets can start seeing first alerts within 1 to 3 weeks after data access, with predictions improving as the model tunes to fleet patterns.
Can we start with a smaller pilot?
Yes. A 50 to 100 vehicle pilot usually gives enough data to validate predictions, savings, and workflow fit before a wider rollout.
Will this disrupt my day-to-day operations?
Not at all. Tensor Planet runs quietly in the background and delivers alerts into the systems and dashboards your team already uses.
Will this create extra work for my team?
No. Tensor Planet automates data exchange, flags issues early, and can even create work orders automatically. Technicians don’t need new tools or training. They can get clear, actionable recommendations in the systems they already use.
Can Tensor Planet create work orders automatically?
Yes. Tensor Planet can push alerts and recommendations as work orders into your existing maintenance system, so technicians work from their normal queue.
How soon can we see the benefits?
Fleets typically see ROI within 2 to 3 months through avoided failures and reduced repair times. In a recent customer deployment, predictive maintenance reduced exhaust related repairs by 41% and delivered $18,000 in savings within 10 weeks. This translates to $1,600 per vehicle annually.
How does Tensor Planet calculate ROI?
We estimate ROI using your repair history, avoided failures, downtime impact, and potential vehicle life extension instead of generic industry averages.
What kind of case study or proof do you have?
In a customer deployment, Tensor Planet helped reduce exhaust-related repairs by 41% and delivered $18,000 in savings within 10 weeks.
How secure is our fleet data?
We use read-only access, encrypt data in transit and at rest, and do not require driver PII, route details, or customer information. We follow ISO 27001 best practices, with SOC 2 in progress.
What happens to our data if we do not move forward?
If you do not continue after a pilot or evaluation, your data can be deleted on request according to the agreed data-retention terms.
FAQs
Which fleets can benefit from Tensor Planet?
Tensor Planet works across light, medium, and heavy duty commercial vehicles, including mixed fleets with different makes, models, and duty cycles.
Do you support municipal, city, and county fleets?
Yes. Our product works across public-sector fleets, and we contract through partners with cooperative purchasing contracts such as Sourcewell and state-level programs.
We’re stretched thin. Is setup and integration complicated?
No. We connect directly to your existing telematics and maintenance software. Setup is fast, fully remote, and requires no hardware installs or shop downtime.
Will this disrupt my day-to-day operations?
Not at all. Tensor Planet runs quietly in the background and delivers alerts into the systems and dashboards your team already uses.
Will this create extra work for my team?
No. Tensor Planet automates data exchange, flags issues early, and can even create work orders automatically. Technicians don’t need new tools or training. They can get clear, actionable recommendations in the systems they already use.
What do we need to get started?
An active telematics device and your maintenance history in any available format. Fleets with 10 or more vehicles see the strongest value.
What types of vehicle failures does your product detect currently?
We detect early failures in core vehicle systems such as the engine and aftertreatment systems. Support for additional systems including hydraulics is on our roadmap.
How is Tensor Planet different from telematics systems?
Telematics systems show vehicle location, safety events, and fault codes. Tensor Planet works with your telematics data to predict failures weeks before they happen. We tell you what’s likely to fail, why, and what action to take – insights that telematics systems alone don’t provide.
We already do preventive maintenance. Why do we need this?
PMs follow fixed time or mileage intervals, and treat most vehicles the same. We personalize maintenance to each vehicle by understanding its unique health profile using sensor data and repair history. This helps us catch issues that develop between PM intervals and flag repairs only when the vehicle truly needs them.
How soon can we see the benefits?
Fleets typically see ROI within 2 to 3 months through avoided failures and reduced repair times. In a recent customer deployment, predictive maintenance reduced exhaust related repairs by 41% and delivered $18,000 in savings within 10 weeks. This translates to $1,600 per vehicle annually.
Ready to Improve Uptime?
Book your Complimentary AI Fleet Diagnostic to identify high-risk vehicles in your fleet right now and how much money you could save next month by avoiding failures.