About
Utilidata is an AI infrastructure company transforming how energy data is used in critical systems—most notably AI data centers and the electric grid. Their flagship product, the Karman platform, is a dynamic power orchestration solution that leverages a custom NVIDIA AI module to deliver real-time, high-resolution visibility and low-latency control over power consumption. Karman is designed to help data centers dramatically increase compute capacity—by up to 50%—without requiring additional power infrastructure. By intelligently orchestrating power at the microsecond level, the platform unlocks 'stranded' capacity and maximizes the number of tokens generated per watt, making it especially valuable for AI workloads and large language model inference. On the grid side, Utilidata integrates AI directly into smart meters and grid edge devices, enabling utilities to operate a more connected, software-defined, and responsive grid. Partners include NexGen Cloud, Deloitte, Aclara (Hubbell), and Advantech, with notable backing and collaboration from NVIDIA CEO Jensen Huang. Utilidata is purpose-built for enterprise and infrastructure operators—data center providers, utilities, and energy-intensive AI companies—looking to gain a competitive edge through intelligent energy management. It represents a convergence of edge AI, power electronics, and grid modernization at industrial scale.
Key Features
- Karman Power Orchestration Platform: A dynamic power orchestration system that gives data centers microsecond-level visibility and control over energy usage, unlocking up to 50% more compute capacity.
- Custom NVIDIA AI Module: Utilidata co-developed the world's smallest AI module with NVIDIA, forming the core of the Karman platform for edge inference on power waveform data.
- Tokens-Per-Watt Optimization: Maximizes AI workload efficiency by intelligently managing power distribution, reducing waste and increasing output for large-scale GPU clusters.
- Grid-Edge AI Integration: Deploys AI directly into smart meters and grid devices, enabling utilities to build software-defined, real-time responsive electric grids.
- Enterprise Partner Ecosystem: Deep integrations and partnerships with Deloitte, NexGen Cloud, Hubbell (Aclara), and Advantech for large-scale industrial deployments.
Use Cases
- AI data center operators using Karman to unlock stranded power capacity and serve more GPU workloads on existing electrical infrastructure.
- Cloud providers like NexGen Cloud deploying Karman to offer customers better energy efficiency and higher compute density at scale.
- Electric utilities deploying AI-integrated smart meters to gain real-time grid visibility and enable a software-defined, responsive electric grid.
- Energy-intensive enterprises optimizing tokens-per-watt metrics for large language model inference and AI training workloads.
- Infrastructure investors and operators seeking to maximize ROI on existing power assets without costly capacity upgrades.
Pros
- Proven Capacity Gains: Documented 50% increase in compute capacity without new power infrastructure—directly benefiting AI data center economics.
- NVIDIA-Backed Technology: Co-developed hardware module with NVIDIA ensures cutting-edge performance and credibility for enterprise buyers.
- Dual-Market Applicability: Serves both AI data centers and utility grid operators, offering broad market value across energy-intensive industries.
Cons
- Enterprise-Only Pricing: Designed exclusively for large infrastructure operators; no self-serve or SMB offering is available.
- Limited Public Documentation: Technical details and pricing are not publicly disclosed, requiring direct engagement with the Utilidata sales team.
Frequently Asked Questions
What is the Karman platform?
Karman is Utilidata's dynamic power orchestration platform that provides microsecond-level visibility and control over energy in data centers and electric grids. It is powered by a custom NVIDIA AI module and is designed to maximize compute efficiency and grid intelligence.
How does Utilidata boost compute capacity by 50%?
Karman identifies and unlocks 'stranded' power capacity within existing data center infrastructure by intelligently orchestrating power loads in real time, allowing more compute to run on the same physical power budget.
Who is Utilidata built for?
Utilidata targets enterprise customers including AI data center operators, cloud infrastructure providers, and electric utilities seeking to modernize grid operations with AI-driven intelligence.
Does Utilidata work with existing infrastructure?
Yes. The Karman platform is designed to integrate with existing data center power infrastructure and smart grid hardware, including meters and edge devices, without requiring full infrastructure replacement.
What is Utilidata's relationship with NVIDIA?
Utilidata partnered with NVIDIA to co-develop a custom GPU-based AI module—the world's smallest for the electric industry—that forms the computational core of the Karman platform.
