A look at Alphabet X's Mineral project to build unmanned rovers with sensors and cameras for collecting data that helps agricultural companies improve yields
When Deb Menicos walks a strawberry field, she doesn't just look at the berries. Menicos, who holds a Ph.D. in plant breeding … Tweets: @theteamatx , @chafkin , @rpethe , and @business Tweets: @theteamatx : “Breeders and crop researchers are still going into the fields with tape measures and notepads.” @chafkin walks through strawberry fields with X's project Mineral and @DriscollsBerry to explore how better data and tech can help farmers make decisions. https://www.bloomberg.com/... Max Chafkin / @chafkin : moonshots, but instead of the moon its a strawberry field in santa cruz county, and instead of a shot it's meticulously counting leaves. my look at the latest from Google X for @bw https://www.bloomberg.com/... Rhishi Pethe / @rpethe : So excited to share what the Mineral team has been doing out in the field with our incredible partners @driscollsberry and @syngenta — counting strawberries and working on the future of sustainable agriculture! 🍓 Thank you to @chafkin & @business! https://www.bloomberg.com/... @business : Google's famous moonshot lab is shifting away from flashy ventures like flying wind turbines toward more practical projects like counting strawberries https://www.bloomberg.com/... via @BW
Context & Ripple Effects
This 2022 field report is the on-the-ground chapter of a story the coverage has tracked end to end: X's Mineral project, built around rovers that photograph and sense crops, working alongside berry giant Driscoll's to digitize what plant breeders like Deb Menicos still do with tape measures and notepads. At the time, it read as proof that Alphabet's moonshot lab could find a real customer in agriculture.
The arc since then is cautionary as much as promising: Mineral graduated into an independent Alphabet company, then was wound down in 2024 with its tech licensed to Driscoll's, while X kept the agriculture thesis alive by spinning out Heritable Agriculture under Astro Teller's spin-off-first strategy.
First-order effects
- Driscoll's and Syngenta gain rover-collected crop data in their fields, letting breeders like Menicos replace manual measurement with sensor and camera records when making selection decisions.
- Mineral validates its business model with paying agricultural partners, moving from X research project toward a standalone Alphabet company.
Second-order effects
- Driscoll's ends up holding licensed Mineral technology after the wind-down, converting a pilot partner into an owner of the data-collection tooling rather than a service customer.
- X's mixed outcome — one ag project shut down, another spun out as Heritable Agriculture — pushes the lab to favor software-leaning bets over hardware-heavy rover fleets.
Third-order effects
- If the pattern holds, moonshot labs stop running projects in-house indefinitely and instead graduate or liquidate them quickly, with corporate partners absorbing the surviving assets — a structural shift in how Alphabet industrializes research.
- Agricultural data collection consolidates around crop companies that own the tooling, meaning farm-data platforms may survive only embedded inside the growers they once served.
The trend: Alphabet's X is trading long-lived internal moonshots for rapid spin-offs and wind-downs, with agriculture proving both the promise and the limits of that model.