The AI Fleet Doctor · No New Hardware

Avoid service disruptions by catching breakdowns weeks before they happen

We flag the vehicles your PM schedule can’t, from data you already have. Your technicians get the specific fix and fold it into the next scheduled service.

Tensor Planet flags the unit 2 to 3+ weeks before any fault code, while it is still a cheap fix The check engine light only fires once the damage is already done

Illustrative repair economics. Lead time and repair cost vary by vehicle, system, and duty cycle.

Get your free fleet diagnostic

Works with

…and more

Measured on live fleets

Customer Results

41%

fewer exhaust-related repairs in 10 weeks

roadside disruptions avoided every week

$2,000+

saved per truck, per year

How it works

Detect. Diagnose. Save.

Detect

Aftertreatment and engine signals show degradation weeks before a code fires.

Diagnose

Noisy pings become a ranked list: which unit, which system, how long you have.

Save

The fix arrives as a work order in your shop’s own system, ready for the next PM.

LIVE

Tensor Planet Insights Published

YTD savings $102.4k

Money at risk $611k

120 open alerts · updated moments ago

Total vehicles 1,213

Active 970

Out of service 123

Risky 120

UnitSystemTime leftCost at riskRecommended action

TX-4657 Engine coolant 12 days $10,935 Pressure-test the cooling system at the next PM

CO-1917 DPF regen fail 16 days $9,825 Inspect the DPF for soot load, run a forced regen

KY-1079 DEF dosing 19 days $9,372 Replace the dosing valve, verify the quality sensor

TN-7143 Battery 24 days $9,340 Load-test the battery, check alternator output

Illustrative product view. Unit numbers, costs and actions are examples. Your list is built from your own fleet during the free diagnostic.

The cost of doing nothing

An unplanned breakdown costs far more than the repair.

$5,000

emergency repairs and tows after an unplanned breakdown, per vehicle per year

$15,000

vehicle life shortened by 3 to 5 years, per vehicle per year

$5,000

spare vehicles tied up covering unplanned downtime, per vehicle per year

Case study 41%

Troiano Waste cut exhaust-related repairs, and kept them down.

A mixed refuse fleet running Samsara. No new hardware, no change to how the shop works. $18,184 realized in the first 10 weeks, $87,642 realized over 12 months, 55 collection trucks.

Read the case study Source: Troiano Waste Services, Maine

Watch on YouTube

You guys are almost like psychics in some degree.

— Abel Cota, Director of Information Systems, Troiano Waste Services

Free one-week diagnostic

See your at-risk vehicles before you decide anything.

01
Connect, read-only

Your telematics feed and six months of work orders. Nothing installed, nothing changed in the shop, and access stays read-only.
02
We run the models

One week, start to finish. We reconcile your telematics against your work orders. Your team does nothing once the connection is made.
03
Know your high-risk vehicles

The at-risk vehicle list, plus next-month and next-year savings in your own numbers. You get a 30-minute walkthrough too.