The world's power grids are a patchwork of incompatible data. Tapestry, a project inside Alphabet's X Moonshot Factory, is betting that the first step to fixing the grid is to see it all at once. Its mission is to build an AI-powered unified platform that makes the electric grid visible, a foundational layer for planners and operators.
The team is led by General Manager Page Crahan, a former co-CEO of Clarus Power, and includes Andy Ott, the former President and CEO of PJM Interconnection [Public neutral summary]. This pairing of software and grid-operator experience is the project's most tangible asset.
The Wedge of Visibility
Tapestry's approach is to solve the data problem. The grid is managed by thousands of utilities, each with legacy software and physical models. Tapestry's proposed wedge is to build a "first unified model of the grid". This AI model would ingest and harmonize data from across generation, transmission, and distribution networks.
One early partnership is with PJM, exploring how AI could speed up interconnection studies [Utility Dive]. Another is with Vector in New Zealand, working on AI models to improve grid resilience [Tapestry]. These are proof-of-concept collaborations that allow Tapestry to refine its models with real-world data.
The Moonshot Economics
Operating as an Alphabet project provides patient capital; Tapestry does not need to show quarterly growth or justify a burn rate to external investors. It can focus on the work of data ingestion and model training. The constraint is that its destiny is tied to Alphabet's internal priorities. There is no external funding round to signal market validation, and its path to becoming an independent company remains undefined.
The Incumbent in the Crosshairs
Tapestry's success will be measured in the reduction in fossil fuel generation required for grid stability. If its unified model can help operators integrate renewables faster, the climate math becomes compelling.
Its true rival is the entrenched inertia of the grid's complexity, and incumbent vendors like Siemens, GE, and OSIsoft. Tapestry must convince utilities that a unified, AI-native model from a tech giant is a better bet than incremental upgrades to the fragmented legacy stack they already own.
Sources
- Tapestry - A Google X Moonshot | https://x.company/projects/tapestry/
- [Utility Dive] PJM, Google partner to speed grid interconnection using AI | https://www.utilitydive.com/news/pjm-google-tapestry-grid-interconnection-ai/744982/
- [Tapestry] How Vector and Tapestry are using AI to build a more resilient power grid for New Zealand | https://www.tapestryenergy.com/en/projects/tapestry-and-vector
- [Public neutral summary] Tapestry company summary
- Chief of Staff (Tapestry) | https://x.company/careers/8395275002/