Taabi
Use case · Fleet Safety

Fleet Safety with
ADAS & Driver
Monitoring

Prevent incidents, protect drivers, prove what happened — AI dashcam, ADAS and driver monitoring, backed by behaviour intelligence. Most incidents are only visible after the damage is done. This closes the gap before it.

Solved withVideo TelematicsDriver BehaviourVehicle Intelligence
Built for fleets where risk lives on highways, mine haul roads and inside live construction sites — not only at the moment of impact.
Illustrative · 120 vehicles · FY26ANNUAL
Risk exposure
₹2.6 Cr
DMSFatigue & distraction₹28 L
VideoUnproven claims₹24 L
DriverRepeat risky driving₹18 L
DriverPremium repricing₹12 L
ADASProximity · reversing₹9 L
DriverDriver churn₹5 L
Addressable risk₹96 L
The question

What is fleet safety with ADAS and driver monitoring?

Using AI cameras for road-risk (ADAS), a driver-facing camera for fatigue and distraction (DMS), and behaviour analytics — to catch risk before the event and hold the evidence after it. Safety is not only a highway problem: risk lives on mine haul roads and inside live construction sites too.

Why a recording isn't enough

A dashcam that only records tells you what happened once the damage is done. Preventing the next incident needs ADAS and DMS raising the alert before impact; settling a disputed claim needs evidence that survives the other side's version; and stopping the pattern needs the behaviour history behind the event. Fleet safety is prevention, evidence and coaching — not a memory card.

Where the risk costs you

₹2.6 crore of risk exposure. Six ways it turns into cost.

Only one of the six is a clip you already have on tape. The rest is prevention you didn't make, evidence you didn't keep and a pattern you didn't coach. Scroll the six — the ledger keeps score.

Leak 01₹28 L / yr

Fatigue & distraction

A long-haul driver micro-sleeps on NH48 at 03:00. The driver-facing camera sees the eyes close and warns the cab before the lane departure — not after the guardrail. · transportation

Eyes closed · 2.4s

Alertness falling toward the micro-sleep — the alert fires on the way down, not at the bottom.

Leak 02₹24 L / yr

Unproven claims

A highway collision, no footage, fault undisputed by default. Without a clip tied to GPS and speed, the fleet pays the version that shouts loudest. · transportation

₹0.9 L
₹3.4 L
with footageno footage

Same collision, two settlements — the clip decides who pays.

Leak 03₹18 L / yr

Repeat risky driving

One dumper operator over-speeds on the mine haul road, every shift. A camera catches each instance; only behaviour coaching stops the twentieth. · mining

the cohort, in limitthe same operator, every shift
Leak 04₹12 L / yr

Premium repricing

An unmanaged risk profile across the transporter fleet — priced upward at every renewal, because there's no evidence of a managed, coached, camera-covered operation to argue the other way. · transportation · enterprise

managed-fleet benchmark

Risk-score creeping above the benchmark an insurer prices to — quarter after quarter.

Leak 05₹9 L / yr

Proximity / reversing incident

A person on foot behind a reversing tipper on a live construction site. ADAS proximity raises the alert to stop the vehicle — and if it doesn't, the days lost to a site halt and investigation begin. · construction · ADAS proximity

alertsite haltinvestigationdays lost

The alert is cheap. Everything to the right of it is what the alert prevents.

Leak 06₹5 L / yr

Driver churn

A good driver leaves carrying blame that footage would have cleared. The cost of rehiring and retraining is the invoice the fleet never connects back to the missing clip. · transportation

4 leave, wrongly blamedthe rest, retained

Retention is a safety metric — footage that clears a driver keeps a good one.

A basic dashcam records the ₹36 lakh you can already see on tape. The other ₹60 lakh is prevention — ADAS and DMS catching risk before impact — plus exoneration for the driver who wasn't at fault, and coaching the pattern before it repeats. None of that is what raw footage does on its own. Cameras are sold to catch bad driving; their more expensive job is proving good driving.

ADAS · DMS

What the camera actually sees.

Road-facing ADAS and driver-facing DMS, running on the same device. Each event is a clip tied to GPS, speed and vehicle data — the alert in the cab, and the evidence for after.

FRONT · 68 km/hREC
VEHICLE · 0.8s TTC
Forward collision warning
ADAS · forward-collision
FRONT · 74 km/hREC
LANE DRIFT
Lane departure · no signal
ADAS · lane departure
CAB · 02:51REC
EYES CLOSED
Drowsiness detected
DMS · fatigue
CAB · 14:22REC
PHONE
Distraction · phone use
DMS · distraction

Representative frames · ADAS and DMS running on one device

Cost-of-Risk Calculator

What is unsafe operation costing your fleet — and which product brings it back?

The recovery is split by the product that earns it — so you can decide what to deploy first.

Fleet size
vehicles
Incidents / month
incidents
Avg incident cost
Downtime days / incident
days
Settlement / legal per disputed claim
Manual review hours / month
hrs
iAssumptions are conservative and fully configurable.
The stack

Three products. One safety programme.

Video Telematics carries the page — the camera that prevents and proves. Driver Behaviour finds the pattern before the event; Vehicle Intelligence rules the vehicle in or out of it.

Primary

Video Telematics

The AI dashcam that does three jobs at once: ADAS reads road risk and warns before impact, DMS watches the driver for fatigue and distraction, and every event is held as evidence tied to GPS, speed and vehicle data. Prevention in the cab, proof for after.

ADASDMSEvidence
See the Video Telematics product →
Primary

Driver Behaviour

The pattern before the event — the operator who over-speeds every shift, the harsh-braking habit that precedes the near-miss. Turns a camera event into a coached change.

The pattern · coaching
Explore Driver Behaviour →
Supporting

Vehicle Intelligence · OBD

Rules the vehicle in or out of an incident — a brake fault, a tyre, a fault code — so a mechanical cause isn't misfiled as driver error.

Vehicle-fault incidents
Explore Vehicle Intelligence →
How they compound

A camera sees the incident. The stack prevents the next one.

Each product you add does not just record more. It removes an explanation — turning footage into prevention, prevention into a coached pattern, and a pattern into a vehicle ruled in or out.

Tier 1
Video

See the risk

ADAS and DMS raise the alert in the cab and hold the clip. The incident — and the near-miss — become visible in real time.

Tier 2 · +Driver
VideoDriver

Coach the pattern

A clip is one event; behaviour data is the trend behind it. Coaching the repeat-risk cohort stops the incident that hasn't happened yet.

Tier 3 · +OBD
VideoDriverOBD

Rule the vehicle in or out

Engine and fault data confirm whether a brake or a tyre — not the driver — caused it, so exoneration is complete and the claim is clean.

Business impact

What catching risk before impact is worth.

Risky events
−25–40%
Fewer harsh-braking, over-speed and distraction events, once the pattern is coached.
Incident review
Faster
Footage tied to GPS and speed cuts hours of manual review to minutes.
Claims
Stronger
Evidence that exonerates the driver who wasn't at fault — and settles faster.
Retention
Improved
Good drivers stay when footage clears them instead of blaming them.
Rollout

Where fleets start.

Safety is a programme with a sequence — and the sequence matters, because each phase makes the next one land.

Weeks 1–4

Cameras + DMS live

ADAS and DMS on the fleet. Real-time alerts start immediately — prevention doesn't need a baseline, a person on foot behind a reversing tipper is not ambiguous.

Video
Months 2–3

Coach the top-risk cohort

Behaviour data ranks the drivers and routes carrying the most risk. Coaching the top cohort is where the −25–40% in risky events comes from.

Driver
Quarter 2

Close the exoneration loop

Footage plus OBD makes every disputed claim answerable — and every wrongly-blamed driver clearable — so claims and retention both improve.

VideoOBD
Who it's for

Built for two operating realities.

Operator

Fleet owners & transporters

  • Protect margin against incident, downtime and settlement costs
  • Protect drivers with evidence that clears the ones who weren't at fault
  • Argue a lower premium with a managed, camera-covered risk profile
Enterprise

Enterprise safety & compliance teams

  • Standardise safety and audit across contracted transporters
  • One risk lens across highways, mine haul roads and construction sites
  • Evidence trail for every incident, defensible under review
FAQ

Fleet safety, answered.

What is ADAS in fleet safety?+

ADAS — Advanced Driver Assistance Systems — uses AI road-facing cameras to detect road risk in real time: forward-collision, lane departure, tailgating and proximity to people on foot. The point is the alert before impact, not just the recording afterwards.

What is a DMS (driver monitoring system)?+

A DMS is a driver-facing camera that watches for fatigue and distraction — eyes closing, head nodding, phone use, looking away — and warns the driver in the cab the moment risk appears, so a micro-sleep is caught before it becomes a lane departure.

Can Taabi protect drivers from false claims?+

Yes. Video Telematics holds road- and driver-facing footage tied to GPS, speed and vehicle data, so a driver who was not at fault can be exonerated with evidence that survives the other side's version — and a good driver isn't lost to blame that footage would have cleared.

Which Taabi products improve fleet safety?+

Video Telematics provides ADAS, DMS and evidence. Driver Behaviour surfaces the risky pattern before the event and coaches it. Vehicle Intelligence rules a vehicle fault in or out of an incident. Together they prevent incidents, protect drivers and prove what happened.

Is a dashcam enough to improve fleet safety?+

No. A dashcam records the incident after it happens. It cannot warn the driver, detect fatigue, score behaviour, or tell you which driver on which lane is most likely to crash next. Improving safety requires ADAS, driver monitoring and behaviour analytics together.

Fleet safety

Prevent the incident. Protect the driver. Prove what happened.