Google in Talks to License Mechanize AI Technology in $1.5B Deal

Quick Facts

• Google is in talks to license technology from AI coding startup Mechanize and hire key employees in a deal worth more than $1.5 billion.
• Mechanize, founded in 2025, builds simulation environments and evaluation benchmarks to train and test AI agents on software engineering tasks.
• The deal follows Google’s similar arrangements with Windsurf and Character AI, structured to avoid full acquisitions and the antitrust scrutiny they attract.

Google is in negotiations with San Francisco-based AI startup Mechanize to license its technology and hire several of its employees, Business Insider reported August 5. Four people familiar with the discussions confirmed the talks, though they said terms are still changing. Neither Google nor Mechanize responded to requests for comment.

The proposed deal is valued at more than $1.5 billion, according to people familiar with the conversations. Google is seeking a non-exclusive license to parts of Mechanize’s technology, along with employees who specialize in model evaluation and development.

What Mechanize Does

Mechanize was founded in April 2025 by Tamay Besiroglu, co-founder of the AI forecasting nonprofit Epoch. The startup builds simulated virtual environments, evaluation benchmarks, and grading systems used to train and test AI agents on business tasks, with a current focus on software engineering.

Besiroglu has described the company’s long-term goal as automating all knowledge work. He calculated the addressable market by totaling wages paid to workers: roughly $18 trillion annually in the U.S. and over $60 trillion globally.

Mechanize raised $9.1 million earlier this year from investors including former GitHub CEO Nat Friedman, Stripe CEO Patrick Collison, and podcaster Dwarkesh Patel. Google Chief Scientist Jeff Dean, who has since departed Google, also backed the startup.

Google’s Acquihire Strategy

The Mechanize deal fits an established pattern for Google. Rather than acquiring startups outright, Google licenses their technology and hires their top people. The structure helps the company sidestep the Hart-Scott-Rodino Act filing requirements that apply to full acquisitions, avoiding the antitrust review that typically follows large deals.

Google executed a similar arrangement with AI coding startup Windsurf in a $2.4 billion deal, bringing on its top executives including former CEO Varun Mohan, who now leads development of Google’s agentic coding platform Antigravity. Google also struck a comparable deal with Character AI roughly a year ago, licensing its large language model technology and bringing on its two co-founders.

Other major technology companies have adopted the same approach. Microsoft paid $650 million to use Inflection AI’s models and hire its staff in March 2024. Amazon hired co-founders and team members from AI firm Adept under a similar structure.

Why Coding AI Commands These Prices

Google is pursuing the Mechanize deal specifically to strengthen the coding capabilities of its AI models. Software development has become one of the clearest commercial applications for advanced AI, with developers using AI agents to write, review, and debug code at increasing scale.

The regulatory and competitive pressure around these deals is rising. The Federal Trade Commission and Department of Justice are examining whether acquihire structures are designed to circumvent oversight. Critics have also pointed to the uneven outcomes for employees: founders and early investors often receive substantial payouts while rank-and-file workers are left behind when core leadership departs.

The Mechanize discussions are ongoing and no agreement has been signed. The final terms and valuation remain subject to change.

Read more: Google targets AI startup Mechanize’s technology and talent in proposed $1.5B deal