MultipipeAI · Peer-reviewed research

Predict truck failuresweeks before they happen.

MyTruck.AI is a predictive-maintenance platform for commercial fleets. We turn telemetry into operational lead-time - an average of 24 days of warning before a critical failure, validated on more than 5,000 real vehicles.

Validated on
5,172
commercial vehicles
Precision
99.0%
5-fold cross-val
Lead time
24d
average warning

Live fleet alarms

Demo

ABC-2031

Cylinder head

Lead-time

3 days

RJW-4488

Turbocharger

Lead-time

9 days

GTL-7702

EGR valve

Lead-time

18 days

MOU-1199

Brake pads

Lead-time

27 days

NSP-9120

Air filter

Lead-time

41 days

PWA-3044

All systems

Lead-time

-

Three pillars

Engineered for fleet managers who can't afford to be wrong.

Anticipation

A 6-level alarm system (L0–L5), with measurable operational lead-time in days. You know which trucks to inspect and when.

Reliability

Five complementary AI models with a convergence layer. Alarms only fire when evidence agrees - fewer false alarms, more trust.

Open science

Co-developed with academic research partners. Peer-reviewed. Not a black box.

Beyond preventive maintenance

Stop replacing parts by the calendar. Start replacing them by the data.

Corrective maintenance is too late. Preventive maintenance wastes parts. Predictive maintenance uses AI to spot subclinical deterioration - patterns that statistically precede breakdowns by weeks.

  • Reduce unplanned downtime
  • Optimize spare-parts inventory
  • Extend vehicle lifespan
  • Meet compliance and safety requirements
Typical solutionsMyTruck.AI
Calendar-based schedulesData-driven, per-vehicle predictions
Single-model black box5 complementary AI models + convergence
Generic thresholdsSubclinical deterioration detection
Opaque vendorPeer-reviewed, validated science

Who it's for

Built for serious fleet operations.

Small carriers

5–30 trucks

Know when a critical part will fail - before it strands you on the highway.

Mid-size fleets

30–200 trucks

Optimize maintenance at scale and cut cost per vehicle.

Large logistics

200+ trucks

Integrate with TMS, get fine-grained financial control.

Service centers

Third-party fleets

Offer predictive maintenance as a differentiated service.

Science you can audit

Not vaporware. Validated bit-exact on real fleet data.

Our MultipipeAI pipeline combines five complementary models in a single decision system. The research was developed in collaboration with academic partners across Brazil and Germany and validated on real commercial fleet data.

5,172

Vehicles

99.0%

Precision

24 days

Avg. lead time

MultipipeAI

Five AI pipelines vote on each vehicle. An alarm only fires when models converge - the mechanism that drives precision and minimizes false positives.

  • Sensor fusion
  • Anomaly detection
  • Time-series forecasting
  • Survival analysis
  • Convergence layer
CleanTech

A CleanTech for the commercial fleet industry.

Every breakdown we prevent means fuel, parts and CO₂ saved. MyTruck.AI is aligned with 6 of the 17 UN Sustainable Development Goals.

CO₂ avoided
4.48 t
per truck / year
Diesel saved
1,672 L
per truck / year
Breakdowns
0.63
prevented / truck / year
Read our sustainability commitment

6 of 17 UN SDGs

7UN SDG

Affordable and Clean Energy

8UN SDG

Decent Work and Economic Growth

9UN SDG

Industry, Innovation and Infrastructure

11UN SDG

Sustainable Cities and Communities

12UN SDG

Responsible Consumption and Production

13UN SDG

Climate Action

Start a 30-day trial on your fleet.

Tell us about your operation. We'll qualify the integration and get you onboarded - card on file, charged only after the trial ends.