Train on real driving
Learn from real human driving behavior in a compatible vehicle and turn it into a portable profile.
Portable driver identity for mobility
Your driving identity.
Wherever you go.
DriverMemory AI learns how you drive and turns that history into a portable behavioral profile that can personalize compatible autonomous vehicles while the vehicle's certified safety system stays in control.
PortableCross vehicle identity
Consent controlledDriver owned access
Context awareBehavior with confidence
ACTIVE SESSIONHuman driving
DRIVERMEMORY PROFILEDM 8F2A
82% confidenceSmoothness0.84
Acceleration0.61Measured
Braking0.48Measured
UrbanHighCoverage
HighwayMedCoverage
Urban · Dry
Highway · Dry
Confidence ↑
One driver
Many vehicles
One portable memory
Designed for the next generation of mobility
Cars, fleets and autonomous rides.
One identity layer.
Bring your profile with you
Carry your behavioral identity into compatible autonomous rides and fleet experiences.
Map identity into personalization
Use DriverMemory as a preference layer while the OEM safety stack stays fully authoritative.
How it works
The vehicle knows the road.
DriverMemory knows you.
DriverMemory converts authorized driving observations into a behavioral identity that becomes more useful as coverage grows across real world contexts.
Observe
Authorized telemetry captures motion, context and attribution without requiring control of the vehicle.
Understand
Behavior is interpreted by context, how you accelerate, brake, corner and respond, not reduced to a single average.
Remember
A versioned profile stores behavioral features, confidence, coverage and consent metadata as a portable identity layer.
Personalize
Compatible mobility systems can map bounded preferences into supported controls while OEM safety rules remain authoritative.
DriverMemory Profile
A profile with context, not guesses.
DriverMemory tracks what it knows and what it does not. Confidence is attached to each context so a few city drives do not pretend to explain highway, rain or night behavior.
- ✓ Human driving separated from ADS and driver assist exposure
- ✓ Context specific behavior and confidence
- ✓ Portable, versioned behavioral embedding
- ✓ Explicit unknowns and data gaps
ILLUSTRATIVE PROFILEBehavior by context
Learning
Longitudinal smoothness84%
Acceleration assertiveness61%
Braking assertiveness48%
Lateral smoothness78%
CONTEXT CONFIDENCE88%
SAMPLES426
STATUSHigh coverage
DRIVERPreference profile
↓
DRIVERMEMORYBounded personalization
↓
SAFETY FILTEROEM and legal constraints
↓
OEM SYSTEMCertified vehicle control
Safety boundary
Personalized does not mean unbounded.
DriverMemory is a data and preference layer. It does not replace the vehicle's autonomous driving system and does not provide third party steering, throttle or brake actuation.
01
OEM safety logic remains authoritative.
02
Unsafe learned habits are never treated as required behavior.
03
Human and autonomous system exposure remain separately attributed.
Mobility ecosystem
One identity layer.
Three clear interfaces.
Your driving memory travels with you.
Build one consent controlled behavioral profile that can follow you across supported cars, rentals and autonomous mobility services.
Portable identity →Add driver aware personalization.
Map DriverMemory preferences into manufacturer supported parameters while the certified ADS and safety stack retains control.
OEM integration →Permissioned behavioral insights.
Consume derived features with consent, provenance and human versus ADS attribution kept explicit. Insurance readiness requires separate validation.
Risk data layer →Driver owned by design
Your profile should work for you.
01Consent
Access is purpose scoped and revocable.
02Portability
The profile is designed to move across compatible mobility systems.
03Minimization
Derived behavioral features can be shared without exposing unnecessary raw telemetry.
04Confidence
Unknown contexts stay unknown until there is enough evidence.
Early access
The vehicle remembers the road.
DriverMemory remembers you.
Interested in the DriverMemory pilot, an OEM integration, or the mobility data layer?
Request pilot access Update the pilot email inweb/index.html before production if needed.