The problem

Distracted driving from phone use kills thousands yearly, largely because drivers reach for tasks their phone won't do reliably hands-free.

Apple and other platforms block third-party software from driving the phone hands-free, and built-in voice assistants fail on the long tail of app interactions.

Any real solution has to operate arbitrary apps the way a human passenger would — tapping, swiping, typing, multi-touch — without special OS APIs.

The approach

Sidestep platform API restrictions entirely by physically operating the phone: a frame around the phone with two articulated robotic arms ending in capacitive stylus tips (multi-touch capable) plus side-button actuators.

Close the loop with vision-language models: an inward camera reads the phone's screen state and maps tappable targets to actuator coordinates; an outward camera reads the road for navigator context.

Drive it by voice — wake word to ASR to LLM intent parsing to an action planner that emits tap/swipe/type sequences and recovers from unexpected screens, gated by a driver-attention safety layer.

What I built

  • Full multi-subsystem product architecture spanning mechanical actuation, inward/outward vision pipelines, voice/intent stack, action planner, memory, and safety/privacy layers
  • A locked industrial-design specification for the articulated dual-arm capacitive-stylus actuator and adjustable spring-grip phone frame
  • A provisional patent filing plus a supplemental provisional covering the specific embodiment
  • Product concept and provisional specs including full system diagram, subsystem breakdowns, and action-planner pseudocode
  • A set of high-fidelity industrial-design renders and hero visual materials for the device
  • A signup landing page on an all-Cloudflare stack (Pages + Pages Functions + KV) capturing early interest
  • Vision-language models (VLM)
  • LLM intent parsing
  • ASR / wake-word
  • TTS
  • robotic actuators / servos
  • embedded systems
  • Cloudflare Pages / Functions / KV

Result

A concept-and-IP-stage project: patent filed, industrial-design specification and renders locked, full system architecture documented, and an early-interest landing page shipped ahead of hardware.

Demo available on request← Back to all work

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