Taabi
Vehicle Intelligence

Vehicle Intelligence
for Smarter, Healthier Fleets

Monitor vehicle health, predict failures, and improve driver behaviour using real-time OBD data and AI-powered intelligence.

Built for fleets that want to reduce downtime, extend asset life, and improve driving discipline.

Vehicle intelligence

MH-04 CT 2210Tata Signa 4825 · 412,880 km
Live
86Health
−6 over 14 days
Coolant temp94°C
Battery27.4VOK
Open DTCs2P0217, P0128
CriticalityMajorCriticality: major, on a scale of minor, major, critical
Service due in1,240km
Coolant climbing across 6 consecutive trips · criticality raised to major
Definition

What is Vehicle Intelligence?

Vehicle Intelligence uses OBD data, telematics signals, driver behaviour data, and AI to monitor vehicle performance, detect issues early, and improve fleet efficiency.

Traditional vehicle diagnostics react after breakdowns. Taabi helps fleets predict failures, understand root causes, and take action before downtime impacts trips, maintenance cost, and vehicle availability.

The problem

Most fleets meet a failure at the moment it stops the truck.

Engine, driveline and electrical signals are read separately, if at all. The vehicle spends weeks saying what is coming — and nothing in the operation is built to hear it and hand it to someone.

One cycle
Scroll the cycle

The vehicle said all of it in advance, in signals the fleet was already collecting. The gap is not sensing — it is that no signal was ever converted into a condition, an owner, and a service decision before the failure made the decision for you.

Vehicle ROI

What is unplanned downtime costing your fleet?

Estimate downtime savings, maintenance savings, and annual operational benefit from predictive maintenance and vehicle health monitoring.

Fleet size
vehicles
Breakdown frequency
/mo/vehicle
Downtime per breakdown
hrs
Downtime cost
/hr
Maintenance / vehicle
/mo
Average repair cost
Current availability
%
iAssumptions are conservative and fully configurable.
Core capabilities

Most fleets stop at diagnostics.

Vehicle intelligence turns fault codes into foresight. Taabi moves from reading DTCs to predicting failures and owning the fix.

Most systems stop at the alert. An alert nobody verifies, and nobody owns, is just a more expensive way to lose value.
01 — SEE

Every engine, transmission, and electrical system scored in real time.

Continuous OBD readings, fault code monitoring, and health scoring across the whole fleet. Not a once-a-month workshop report.

Real-time engine diagnosticsFault code detectionSystem-level health visibility
Engine health · 30 daysHealth score
Engine86
Transmission78
Electrical64

System-level health visibility across engine, transmission, and electrical systems.

02 — CATCH

Risk surfaces while the vehicle is still running.

A predictive alert before a breakdown is a service scheduled. A breakdown found on the road is a lost trip, a tow, and an angry customer.

Early warning alertsFailure prediction modelsDowntime reduction workflows
Predictive alertsToday
DTCMH-04 · P0118 coolant circuit02:14
SERVICERJ-14 · oil change due in 1,200 kmYesterday
RISKGJ-01 · brake wear above thresholdYesterday

Early warnings before failure occurs, ranked by downtime risk.

03 — EXPLAIN

Every fault linked to driver behaviour, route, and history.

Knowing the code is not enough. Knowing whether the issue is misuse, wear, or a mechanical fault tells you what to fix and who to coach.

Correlate faults with driver behaviourDetect misuse vs mechanical issuesIdentify recurring patterns
Root cause · repeated coolant issuesSource
OBDP0118 circuit highSensor
DRIVERHarsh acceleration clusterBehaviour
ROUTEHigh elevation gainContext

Correlate faults with driver behaviour, route conditions, and vehicle patterns.

04 — ACT

Maintenance planned and drivers coached with evidence.

The fix is only valuable if it happens before the next failure. Taabi closes the loop with service workflows and driver coaching tied to real data.

Service scheduling insightsTrip-level maintenance signalsDriver coaching workflows
Maintenance workflow · MH-04Status
ALERTCoolant trend rising02:14
SCHEDULEDService at Indore hub02:16
DONESensor replaced, vehicle released08:30

From alert to schedule to closure, with the evidence trail attached.

How Taabi is different

From diagnostics to intelligence.

Traditional OBD solutions read fault codes. That is a starting point, not a decision.

Taabi combines OBD, GPS, driver behaviour, fuel, and AI to turn a fault into a predicted action with a root cause attached.

Under examination
P0118 · Coolant circuit
MH-04 · NH48 · coolant trend rising
Illustrative fault · representative vehicle data
01
OBD / ECU data
The fault is confirmed across multiple sensors.

Engine, transmission, and electrical data sampled continuously. A single spike is noise; a sustained trend across systems is a real risk.

Rules out false positives
02
GPS & trip context
The fault appears under specific route conditions.

Elevation, load, temperature, and road type change the stress on a vehicle. The same fault on a flat highway and a mountain route mean different things.

Adds route context
03
Driver behaviour
Driving style is accelerating wear on this system.

Harsh acceleration, braking, clutch riding, and idling create measurable stress. Behaviour data shows whether the fault is mechanical or driven by habit.

Separates misuse from wear
04
Fuel consumption patterns
Fuel efficiency is degrading with the health signal.

A developing engine or drivetrain issue often shows up as rising fuel consumption before it becomes a hard failure.

Correlates efficiency and health
05
AI anomaly detection
The pattern predicts failure before it occurs.

Digital Twin validation compares the vehicle against expected performance. The result is not just a code — it is a recommended action with time to act.

Enables predictive action
Verdict · Predicted
Coolant sensor degradation + route stress. Schedule service at next hub before the next long-haul trip.

The diagnosis is not the code. The diagnosis is the combination of code, trend, route, behaviour, and fuel — and the action that prevents the breakdown.

The difference is timing. A code tells you something broke. Taabi tells you what is about to break, why, and what to do before the next trip.

Business impact

Why fleets invest in Vehicle Intelligence.

Not just fewer breakdowns. More predictable uptime, lower lifecycle cost, and stronger accountability.

Downtime reduction
%20%
Potential reduction in unplanned downtime

Predictive alerts and condition-based maintenance keep vehicles trip-ready.

Critical failures
Early%Early100%
Early detection of critical failures

Digital Twin validation flags risks before they become roadside breakdowns.

Maintenance efficiency
%30%
Improved maintenance efficiency

Service by condition, not just calendar, reducing unnecessary downtime and cost.

Asset utilisation
%15%
Better asset utilisation

More vehicles available, more trips completed, and longer asset life.

Repair costs
%15–25%
Potential reduction in repair costs

Small issues fixed early avoid large component failures.

Driver accountability
%100%
Objective wear attribution

Link driver behaviour to vehicle health for data-backed coaching.

Who it’s for

Built for two operating realities.

Fleet owners & transporters

Avoid breakdown-related losses, improve vehicle reliability, reduce repair surprises, monitor driver behaviour, and improve trip profitability.

Enterprise transportation teams

Standardise maintenance strategy, monitor asset performance at scale, reduce lifecycle cost, improve uptime SLAs, and generate analytics across fleets.

Use cases

How fleets use Vehicle Intelligence.

Six operating problems the platform is put to work on, every day.

01
Predictive maintenance planning

Schedule service before failure occurs, based on condition, not just mileage.

Catch
02
Driver coaching

Improve driving behaviour that impacts vehicle wear, safety, and fuel efficiency.

Explain
03
Fleet availability optimisation

Ensure more vehicles remain operational and trip-ready with health-based dispatch.

See
04
Cost reduction

Reduce breakdown, repair, and avoidable maintenance costs with early intervention.

Catch
05
Performance benchmarking

Compare vehicles, drivers, routes, and trips across the fleet.

Explain
06
Root-cause diagnostics

Identify whether recurring issues are linked to mechanical faults, driver behaviour, or route conditions.

Act
Operational Intelligence

Vehicle Intelligence is the foundation of operational intelligence.

Vehicle data connects directly to fuel efficiency, driver behaviour, trip performance, safety events, maintenance planning, and supply chain operations. Taabi connects these signals into an Operational Intelligence layer so teams can move from monitoring vehicles to making better decisions across uptime, cost, safety, and productivity.

T
Taabi · The Intelligence Stack
Assets → Signals → AI Engine → Insights
Scroll to build the stack
FAQ

Vehicle Intelligence, answered.

What is an OBD device in fleet management?+

An OBD device connects to a vehicle's onboard diagnostics system to capture engine, fault code, and performance data.

How does vehicle health monitoring work?+

Vehicle health monitoring uses real-time engine data, fault codes, and performance signals to detect issues and track asset condition.

What is predictive maintenance in fleets?+

Predictive maintenance uses data and AI to anticipate vehicle failures before they occur, helping fleets reduce downtime and maintenance cost.

Can driver behaviour impact vehicle health?+

Yes. Driving patterns like harsh acceleration, harsh braking, clutch riding, overspeeding, and idling can directly impact vehicle wear and maintenance needs.

How is Taabi different from basic OBD solutions?+

Taabi combines OBD data with AI, trip context, driver behaviour signals, fuel patterns, and video telematics to provide actionable intelligence, not just diagnostics.

Can Vehicle Intelligence help reduce downtime?+

Yes. Vehicle Intelligence can help detect early warning signs, schedule preventive maintenance, identify root causes, and improve fleet availability.

Vehicle Intelligence

Reduce breakdowns. Improve performance. Extend asset life.

See how Taabi Vehicle Intelligence helps fleets use OBD data, predictive maintenance, and driver behaviour analytics to reduce downtime and improve vehicle performance.