Self Driving Intelligence

Building the intelligence for safer, smarter driving.

Delivering low-cost L2+ driver assistance with a scalable AI stack built for automotive companies and laying the foundation for the autonomous future.

The Problem

Today's L2 ships frozen: rule-based, sold by the option package, locked in a supplier black box, and rarely updated for the life of the car. Hands-free works only on pre-mapped highways; everywhere else, lane-centering wanders, adaptive cruise hunts, and it hands control back the moment the road gets unpredictable.

Technology

Real capabilities, proven on public roads

  1. Lane Keeping

    Centered, through the curves

  2. Lane Change Assist

    Signal, and it moves

  3. AI Cruise Control

    Slows before the curve, not in it

  4. Object Tracking

    Every vehicle ahead, tracked

  5. Stop & Go

    Congestion, managed

  6. Departure Warning

    Drift, caught instantly

  7. Driver Display

    See what it sees

AI Cruise Control

Built for the curves of canyon roads.

Artificial Intelligence Cruise Control reads the road ahead. On canyon roads like Topanga, it sees a sharp curve coming, eases off early, carries a steady speed through the apex and returns to your set speed on the way out.

Speed read from the in-car display during the recording: 25 mph approaching the curve, easing to 17 mph before the apex, holding 17 to 18 mph through it, then climbing back to 23 mph on the way out.

Where We Drive

Proven on the 101

Stage 1 runs where people actually drive: the US-101 corridor from Calabasas to Santa Barbara, plus the arterials and signaled intersections of Southern California.

And on canyon roads like Topanga, AI Cruise Control takes the sharp curves smoothly.

  • Urban & suburban
  • Open freeway
  • Mixed traffic
  • Canyon roads

Traction

Logged on real roads.

  • 5000+

    Real-world miles, system engaged

  • 112+ h

    Hours of engaged driving

  • 70 mph

    Top engaged speed

Stage 1, Today

How it works

  1. Engage

    Activate assisted driving with a single input. The system assists with speed, following distance, and lane keeping.

  2. Supervise

    You stay in control. The car alerts you the instant your attention is needed.

  3. Improve

    Every mile driven feeds back into the foundation model, expanding capability and coverage with each release.

Research

Built on a foundation model. Trained end to end.

Foundation Model

End-to-End Learning

  • Motion Prediction

    Forecasts where every road user ahead is likely to go next.

  • Lead Vehicle Prediction

    Anticipates what the car ahead will do next.

  • Vector Space Prediction

    Recovers lanes and road structure as a live vector map.

  • World Model

    Imagines how the scene ahead will unfold.

  • Occupancy Model

    Maps which space ahead of the car is free, and which is not.

Hardware

The whole stack, for $1,500

Our assisted-driving (L2+) stack runs on a deliberately lean set of commodity sensors and compute. No exotic hardware.

Hardware cost breakdown
Cameras ×2$65 each
IMU$70
Compute$1,300
Total$1,500
Front radarUses the vehicle's built-in radarNot included

Hardware

Universal Fit

A proprietary design for camera position that fits any vehicle.

It installs behind the rearview mirror on any vehicle, easily and without changing anything about the car.

3D Stack: Detect. Decide. Drive.

From pixels to pedals.

  1. Camera
  2. IDrive Autonomy Stack
  3. Lanes, lead car, path
  4. Steering and speed

One camera frame of a signaled intersection, with a white SUV ahead in the lane, splits into tiles that pass through the layers of the IDrive Autonomy Stack and come back as the lane lines, the lead car and a planned path, then steering and speed.

The Roadmap

Three stages of autonomy

Stage 01We Are Here

Assisted Driving

Your co-pilot for every drive.

  • AI Cruise Control
  • Lane Change Assist
  • Lane Departure Warning
  • Stop & Go

Stage 02In Development

Collaborative Driving

The car drives with you, not instead of you.

  • Drives with the person
  • Autonomous lane changes
  • Turns & intersections
  • Navigation-based driving

Stage 03The Future

Robotaxi

A future of purpose-built vehicles designed for fully autonomous driving.

  • Purpose-built
  • End-to-end driving
  • Passenger-first

The Road Ahead

One stack. Every stage. Any vehicle.