"Test, time, scaling is going to go through the roof."
San Jose, CA — February 16, 2026. Pebble has joined NVIDIA's Developer Ecosystem to advance Pebble-Falcon, an energy management platform designed to optimize AI workloads for sustainability. The solution addresses the rising energy consumption from artificial intelligence systems, which require approximately ten times more electricity than traditional database queries.
The energy crisis context
Data center investments by Google, Microsoft, and Amazon exceeded US oil and gas industry spending in 2023, representing 0.5% of US GDP. ARM estimates that US data centers will expand from 1.5% of national energy consumption in 2021 to over 20% by 2030. Without a structural response, the AI revolution will collide with grid capacity long before it collides with model capability.
Pebble-Falcon capabilities
Pebble-Falcon uses artificial intelligence to monitor and reduce carbon and water footprints across single, hybrid, and multi-cloud environments at the application level — in near real-time. Operations, finance, and sustainability teams get a unified view of where energy goes, what it costs, and how to redirect it.
AI model optimization
The solution measures training and inference carbon footprints by analyzing GPU specifications, data center locations, and regional electricity mixes, then recommends the most energy-efficient model for a given task. Teams can pick model + region + GPU configurations that hit the same quality bar at a fraction of the carbon cost.
Technical integration
Pebble leverages the NVIDIA NEMO framework, NIM microservices, and the NVIDIA Agentic framework for deployment on AWS managed services and edge devices. The integration brings Pebble's optimization capabilities directly into the workflows developers already use.
About Pebble
Pebble is an AI-powered platform for optimizing on-premises, cloud, and hybrid environments. By eliminating wasted compute and applying carbon-aware scheduling, Pebble helps enterprises cut cost and emissions in months — not years.
Media contact
MyPebble, Inc.
333 West San Carlos Street, Riverpark Tower, 4th Floor
San Jose, CA 95110
1-888-314-1019 · info@gopebble.com