Driver A
Example- Sleep/recovery
- Strong
- Driving today
- 4h
- Recovery
- Stable
Drive Reserve
72min
Human readiness for mobility
Know how much drive you have left.
- Recovery
- Good
- Continuous drive
- 1h 42m
- Next break
- ~38 min
- Confidence
- High
Example moments
Now: 64 minutes Drive Reserve, Ready.
Driviny is developing a new way for professional drivers to understand their Drive Reserve — an estimate informed by recovery, driving workload, breaks and supported wearable signals.
Built for
- Taxi
- Ride-hailing
- Delivery
- Courier
- Fleet
The problem
Driving hours don't tell the whole story.
Two drivers can both have driven for four hours.
One may have started fully recovered.
The other may have slept poorly, already worked for another platform, driven through the night or taken ineffective breaks.
Ready
Driver B
Example- Sleep/recovery
- Low
- Driving today
- 4h
- Previous driving
- 2h 20m
- Recovery
- Declining
Drive Reserve
19min
Today those drivers can look identical to a scheduling system.
Driviny is designed to understand the changing state of the human behind the wheel.Illustrative example. Values are estimates, not measurements of health.
Drive Reserve
Reserve changes as you drive.
Driviny is designed to understand both depletion and recovery — not simply hours behind the wheel.
Live estimate · example01 / 05
Ready
Start of shift
Start
Drive Reserve
82min
ReadyRecovered overnight. A wide driving horizon ahead.
Driving continues
Reserve draws down
53min
ReadyTime behind the wheel uses reserve, steadily.
Night-time demand increases
Demand rises
34min
AttentionLate hours can draw on reserve faster than the clock suggests.
Break recommended
Time to recover
18min
Recovery recommendedA recovery break is recommended before the next long task.
15-minute recovery break
Reserve rebuilds
61min
ReadyRest is counted too. Recovery adds reserve back.
One human, many platforms
One driver.
More than one shift.
07:00
09:00
11:00
13:00
15:00
17:00
Taxi
07:30 · 1h 45m
Ride-hailing
10:00 · 2h 10m
Delivery
13:15 · 1h 30m
Private driving
16:00 · 42m
07:30
Taxi
1h 45m
10:00
Ride-hailing
2h 10m
13:15
Delivery
1h 30m
16:00
Private driving
42m
Total driving exposure
6h 07m
A driver's workload does not reset when they change apps.
Driviny is being designed to maintain a private, driver-controlled view of cumulative driving exposure across the day.
How Drive Reserve works
Many signals. One clear horizon.
A marketing-level view of the idea. Supported signals are combined into a single estimate of how much suitable driving may remain.
- Supported wearable
- Phone / mobility context
- Personal baseline
- Driving exposure
- Break & recovery response
- Upcoming journey demand
DRIVE RESERVE ENGINE
Combines supported signals into a personalised estimate.
Estimated reserve
64min
For the driver
Driver guidance
Plain recommendations about breaks and the next journey.
With consent
Authorised readiness status
A short-lived result an approved platform can request.
Recovery twin
A break isn't useful just because the clock says so.
Different people recover differently. Driviny is being designed to learn how an individual's state changes after rest and other recovery periods.
Example A
Illustrative- Before
- 21 min
- Break
- 15 min
- After
- 58 min
Recovery added about 37 minutes of estimated reserve.
Example B
Illustrative- Before
- 21 min
- Break
- 15 min
- After
- 28 min
Recovery added about 7 minutes. Less than the clock suggests.
Same break. Different recovery.
Future guidance can adapt to the individual rather than assuming every break has the same effect.
Next journey
Is your reserve enough for the next journey?
Drive Reserve is compared with the expected length of the next task. The result is a recommendation, not a block.
Current Drive Reserve
37min
Readiness signal · example
- Within estimated reserve
Journey A
16 min estimated
- Recovery recommended first
Journey B
58 min estimated
Driviny gives a readiness signal and a recommendation. Fleet policy can determine the action.
DRP · Driver Reserve Protocol
Share readiness.
Not private biometrics.
Driviny is exploring a privacy-focused protocol through which authorised mobility platforms could request a temporary readiness status without receiving the underlying biometric measurements used to calculate it.
Driver device
Contains
- Sleep / recovery
- Wearable signals
- Workload
- Breaks
These stay private.
DRP TOKEN
Example- Status
- Amber
- Reserve
- 37 min
- Recommended task
- ≤ 22 min
- Confidence
- High
- Expires
- 10 min
Mobility platform / fleet
Receives
A readiness result that expires.
The platform sees the readiness result — not your complete physiological history.
Protocol design is under development.
Privacy
Your body isn't fleet telemetry.
Driviny is being designed around data minimisation. Raw wearable and recovery information should not need to become another permanent employer profile.
01
Local first where practical
Perform sensitive calculations close to the driver's device where technically feasible.
02
Minimum disclosure
Share the minimum readiness information required for the intended use.
03
Short-lived status
Readiness changes. Any shared status should expire and require recalculation.
These are design principles for the product in development, not a description of a finished system.
For drivers
Your reserve, at a glance.
A calm view for the start of the day, the middle of a shift and the end of a break. The driver sees it first.
For fleets
Operational readiness. Nothing more.
Fleet managers see readiness levels they can act on. Health data stays with the driver.
Ready
1
Attention
1
Recovery recommended
1
Status unavailable
1
| Driver | Readiness | Reserve |
|---|---|---|
| Driver 014 | Ready | Reserve 82m |
| Driver 027 | Attention | Reserve 31m |
| Driver 038 | Recovery recommended | Reserve 12m |
| Driver 041 | Status unavailable | No reserve shown |
No sleep charts. No heart-rate dashboard. No unnecessary biometric exposure.
Fleet manager only sees operational readiness levels.
Who it is for
For people who drive for a living.
Drive Reserve is being shaped around professional driving. These are the kinds of work it is designed for. No partnerships are implied.
Ride-hailing
Many short trips, often across more than one app.
Taxi
Long shifts, irregular breaks and late hours.
Delivery
Dense stop-start routes with tight time windows.
Courier
Urgent runs that can stretch a working day.
Commercial fleet
A readiness view that respects driver privacy.
Bus & coach
Scheduled duties where the next journey is known.
Trucking / long haul
Long continuous stretches and night driving.
Field service
Driving between jobs adds up across the day.
Hardware
Hardware may come later.
Intelligence comes first.
Driviny is initially being designed to work with supported consumer wearable and smartphone ecosystems. A dedicated Driviny wearable may be explored as the platform matures.
Research & validation
Built carefully.
Driver readiness is a serious subject. Driviny will need real-world validation, responsible data practices and research before readiness estimates can be used for high-impact decisions.
01
Prototype
Early Drive Reserve concept and driver experience.
02
Voluntary driver pilot
Opt-in drivers, clear consent, feedback first.
03
Model validation
Testing estimates against real-world outcomes.
04
Fleet pilot
Operational readiness levels with chosen partners.
05
Protocol integrations
Exploring DRP with authorised platforms.
The vehicle knows its range.It's time the driver did too.
Join the Driviny pilot.
Pilot
Join the Driviny pilot.
Tell us who you are. We will contact you when a pilot that fits opens. Joining is voluntary and you can leave at any time.
- No health information is collected here.
- We only use your details to contact you about the pilot.
- No spam. No selling of data.
About
An operating-range layer for the human behind the wheel.
Driviny is an early-stage company working on Drive Reserve: an estimate of how much suitable driving may remain, and whether it is enough for the next journey. The product is under development and has not been validated for safety-critical use.
You may also see us as Driviny SI, short for Super Intelligence for Driving, at driviny.si. The main home of the company is driviny.com. To get in touch, email [email protected].