Artificial Intelligence has long promised to transform the way we live, work, and move—but most systems remain detached from the realities of everyday life. Drival, a Tokyo-based technology company, is taking a bold step toward changing that narrative with its “Grounded AI” approach and the launch of its AI Companion, Yuki.

Rather than training AI in sterile, data-center environments, Drival embeds intelligence directly into daily routines. Yuki, the company’s flagship AI companion, learns not from synthetic simulations but from the actual life context of users—on the road, at home, and everywhere in between. It captures nuance in conversation, the rhythm of a commute, and the real-world decisions that define human experience.

Gaurav Mehra, Founder and CEO of Drival, explains: “Our conviction is that true intelligence won’t emerge from solving logic puzzles in isolated environments. It will come from AI that’s grounded in reality—learning from the user’s actual journey, not a digital approximation.”

This philosophy is more than a technological shift—it’s a response to a growing body of research that shows advanced reasoning models collapse when faced with real-world complexity. Drival’s Grounded AI is built to overcome these limitations through constant contextual learning and personal interaction.

Yet innovation at Drival doesn’t stop at intelligence. The company is setting new standards in ethics and privacy as well. Grounded AI is built on the principles of “Privacy by Design” and “Total User Agency.”

Whenever possible, Yuki processes data directly on the user’s device to avoid sending raw personal information to the cloud. When data is used to improve performance, it is always anonymized and aggregated. Most importantly, users retain full control. Every learning input Yuki uses is gated behind explicit, granular consent. A transparent dashboard lets users manage their permissions at any time.

The result is a system that not only adapts to individual users—it respects them. Yuki is not a tool; it’s a companion. One that learns and grows with the user, while maintaining transparency and trust.

By grounding AI in real-life experience and putting ethical design at its core, Drival is carving out a new vision for the future—where intelligence is not abstract, but deeply human.