Amazon poaches Covariant founders in another reverse acquihire

Big tech has found a clever new way to acquire AI startups without actually acquiring them: just hire the founders, bring over their best engineers, and license the models.

Amazon just announced it hired Covariant founders Pieter Abbeel, Peter Chen, and Rocky Duan, alongside about a quarter of the robotics startup's workforce. The e-commerce giant also secured a non-exclusive license to use Covariant's robotic foundation models.

The art of the reverse acquihire

Covariant was built around a pretty ambitious vision. Earlier this year, Chen explained that the team was essentially building a large language model, but for robot language, starting with warehouse picking arms.

Joseph Quinlivan, vice president of Amazon Fulfillment Technologies & Robotics, stated that embedding Covariant's models into Amazon's existing automated fleet will boost performance and safety in real-world operations.

If this sounds familiar, that is because Amazon pulled off the exact same move in June with AI agent startup Adept. As The Verge pointed out at the time, these deals are effectively reverse acquihires designed to scoop up top-tier talent and intellectual property without triggering regulatory antitrust reviews.

Covariant is not shutting down, though. Former COO Ted Stinson is taking the reins as CEO, with co-founder Tianhao Zhang staying on to lead the remaining team. The startup said it will keep deploying its Covariant Brain across apparel, health, grocery, and pharmaceutical warehouses.

Smarter brains for 750,000 robots

Amazon already operates a massive army of more than 750,000 mobile and fixed robots across its global fulfillment centers.

While those machines handle millions of repetitive sorting and moving tasks every day, true physical adaptability remains hard. Most warehouse robots still struggle when dealing with unfamiliar shapes, soft goods, or cluttered bins.

Covariant's foundation models could provide the generalized intelligence Amazon needs to make those robotic arms significantly more versatile.

Why it matters

We think Amazon's move highlights how desperately tech giants want physical AI talent right now. While text and video models get the headlines, physical automation inside warehouses translates directly into operational margin and speed.

By structuring this as an executive hire plus a non-exclusive licensing deal, Amazon gets the immediate benefit of Pieter Abbeel's world-class robotics research without waiting months for antitrust approval. It is a brilliant regulatory workaround, but it also raises tricky questions for the startup ecosystem.

For Covariant, losing its founding brain trust and a quarter of its staff is a massive blow, no matter how optimistic its leadership sounds. If reverse acquihires become the standard exit for struggling AI startups, it could turn promising independent hardware ventures into glorified talent pipelines for tech incumbents.