Physical AI for Critical Infrastructure

Critical Systems. Intelligent Outcomes.

Sand Symmetri is the intelligence layer for the systems that run your telecom network.

Trusted across government, water, energy, telecom, and healthcare

Physical AI for Critical Infrastructure

Symmetri: the Control Layer for Society's Most Important Infrastructure

A unified operating system for managing and controlling complex infrastructure systems. Designed for rapid deployment at scale in weeks. Already deployed in 18+ countries across water, energy, telecom, healthcare and government use cases, with zero mission-critical failures.

Who Symmetri is built for

Key Users

Three roles work in concert across every Sand deployment, from the engineers shaping the platform to the leaders setting strategy.

01 Builders

Data engineers, MLOps and product teams who fine-tune models, build pipelines, and ship vertical applications on Symmetri.

02 Operators

Front-line staff, grid controllers, water-utility ops, and ministry case workers who act on the platform’s outputs in real time in the field or in control rooms.

03 Planners

Program directors, agency managers, funders, and policy leaders who use the platform’s consequence models to set strategy and allocate resources.

Deployed in production

Case Studies

Real systems. Real consequence. Selected programs from operators around the world.

Disaster Recovery

~19,000 structures assessed; ~$0.8B in losses prioritized across affected wards. Read Case

Global Health Systems

Connecting rural clinics into a single network for millions of patients. Read Case

Smart Cities

PM2.5 reduced 20–45% on key corridors; mobility tied to public health outcomes. Read Case

Telecommunications

Unlocked $10–50M annual value; +8–15% traffic without new infrastructure. Read Case

Wastewater Utilities

Net Zero Hub blueprint; pathway to 2030 net-zero across treatment processes. Read Case

Water Utilities

~£7M outage saved; 31,000 km of network under unified visibility. Read Case