World Model for Manufacturing & Physical AI | Mapped

AI-Ready Manufacturing

Higher output. Less downtime.

Unify plant equipment, SCADA, PLC, and CMMS systems in Mapped's world model, the foundation for Physical AI. Cut unplanned downtime, extend asset life, and give reliability teams shared ground truth.

The challenge

The production floor runs on data no single system can see.

Dozens of systems. Zero shared context. AI and automation tools fail without a unified world model of the facility.

Our solution

Mapped solves manufacturing challenges

Mapped unifies production equipment, SCADA and PLC systems, power and MEP systems, environmental sensors, safety systems, and CMMS 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 production floor.

Production state drives process and environmental setpoints. Mapped connects SCADA, PLC, and building systems so AI agents and automation systems can adjust conditions autonomously. No manual intervention required.

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 Manufacturing Teams Choose Mapped

Maximize uptime across operations

- 200+ integrations across OT and IT, from PLCs and SCADA to CMMS and ERP - 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 with built-in flexibility and SOC 2 compliance for security and peace of mind - 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 manufacturing and industrial teams reduce unplanned downtime, cut energy costs, and build the data foundation autonomous operations require.

up to 95 %

faster data integration

up to 70 %

lower integration and middleware costs

up to 50 %

reduction in equipment downtime

up to 30 %

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 production floor's ground truth?

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