DrivingIn-car assistant
Tesla Grok
Conversational assistant built into the cabin. Strong as a thinking partner and capture device by voice; weak as an executor since most integrations still end in a screen tap.
ShippingVisit
Tool map
What's worth using, honestly
Every tool gets a mode tag. If we can't honestly place something in driving mode, it lives in riding mode until the product changes. That tag is the most important editorial decision we make.
DrivingWork assistant
Cerence Mobile Work Agent (Microsoft 365)
Automotive voice stack wired into work accounts — calendar, mail summaries, meeting join. The most credible attempt at making the drive part of the actual workday.
Rolling out via OEMsVisit
BothContinuity
Lucy OS1
Assistant layer aiming at continuity between phone, car, and desk. Interesting because handoff — not raw capability — is the real unsolved problem for in-car work.
EarlyVisit
DrivingCapture
Riffn Drive
Voice-first capture and structuring for people who think out loud. Turns rambling into labeled notes and next actions instead of another audio file you never replay.
EarlyVisit
DrivingPlatform
CarPlay / Android Auto voice stacks
The boring baseline that everyone actually has. Reliable for calls, messages by dictation, and reminders; the ceiling is low but the floor is dependable in dead zones.
ShippingVisit
RidingMobile office
Laptop + cabin connectivity
The unglamorous riding-mode stack: laptop, headphones, tethered or satellite-backed connection. Nothing to install — the constraints are bandwidth, privacy, and motion sickness.
Available now
BothAgents
Grok Bot
Multi-step cloud agents that can execute tasks across apps. In-car integration is teased but not yet reliable; treat it as a capture tool in the car and an executor at the desk for now.
Early / teased for in-carVisit
RidingRobotaxi
Waymo / robotaxi as passenger
The clearest present-tense Riding-mode stack: you are not the driver. The cabin may not be designed for work, but the legal and attention constraints of driving mode are gone.
Available in select citiesVisit
Building something for in-car work? We're actively looking for tools that close the handoff gap between phone, car, and desk.