AI-Ready Data Centers

Maximize uptime. Minimize waste.

Unify core facility infrastructure and overlay sensors (temperature, moisture, pressure, vibration) in Mapped's world model, the foundation for Physical AI. Cut energy costs, optimize cooling, and protect uptime.

The challenge

The facility runs on data no single system can see.

Cooling, power, IT, environmental. A data center runs on siloed systems with zero shared context. Modern or legacy, cloud or on-prem, none of it speaks the same language. AI and automation can't optimize what they can't read.

Our solution

Mapped solves data center challenges

Mapped unifies cooling units, power systems, UPS and generators, environmental sensors, DCIM, and utility data into one platform that every team can use. Up and running in days, not months — and gives AI agents and analytics a world model to act on across the data center.

IT load drives cooling demand in real time. Mapped connects the two so AI agents and automation systems can adjust cooling autonomously, holding thermal targets without manual intervention.

How AI reads and acts on a building

Connect, structure, and use your data

1. Connect

Plug in our gateway or connect virtually. No site visit required. Once connected, Mapped automatically ingests data from any system, sensor, or source — modern or legacy, cloud or on-prem.

2. Model

We use AI and machine learning to organize, classify, and enrich your data. Mapped supports BRICK, Haystack, or your own custom ontology. Or let an agent act on it.

3. Use

Structured data flows wherever you need it — dashboards, automation tools, apps, data warehouses or analytics — via a modern, flexible interface. Or let an agent act on it.

Why Data Center Teams Choose Mapped

Cut energy costs. Protect uptime.

- 200+ integrations across OT and IT, from CRAC/CRAH units and BMS to DCIM and power systems

• See and shrink PUE in real time by correlating cooling, power, and IT load
• Bi-directional control to read and act on any system through one API
• 10x faster time to value than traditional integration — results in days, not years
• No rewiring, retrofits, or replatforming required, with no vendor lock-in
• Enterprise-ready and SOC 2 compliant, so security and IT sign off before you connect anything
• A world model that self-heals as systems change, so AI-driven operations don't break

Proven Results that Scale

Real savings, faster performance

Mapped is helping data center teams prevent downtime, cut energy costs, and build the data foundation autonomous operations require.

up to95 %

faster data integration

up to70 %

lower integration and middleware costs

up to50 %

reduction in equipment downtime

up to30 %

reduction in energy usage across HVAC and production systems

Deployed across 400 M+ square feet and 1,500+ properties — from data centers and warehouses to airports and hospitals.

Ready to build on the data center's ground truth?

Let's give your AI agents, automation systems, and operators a world model they can actually use.