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AI + Human

Your data, your way. In days, not months.

Expert Center is a self-serve data enrichment tool that lets you shape building data to fit your solution and customer. It combines AI automation with your expertise to unify and enrich data faster, with more accuracy and control.

Sign up free for the Mapped platform today to get early access to Expert Center and try the sandbox as soon as it's live.

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The Challenge

Messy data slows everything down

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BMS points named cryptically like AHU-01_SAT

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Equipment lists in spreadsheets with different naming conventions

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IoT sensors streaming into separate platforms

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No consistent way to understand what connects to what

The result? Integrations that should take days drag on for weeks or months.

This means slower deployments, added costs, and frustrated teams and customers.

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How It Works

Expert Center puts you in the driver's seat.

Expert Center runs on Mapped's proprietary AI and machine learning models, refined over more than a decade. It combines automation with your expertise so you can control how building data is normalized, enriched, and unified.

AI & human expertise in 5 simple steps

1. Label

Experts add classifications and relationships to a small strategic sample

2. Process

AI amplifies these insights, applying learned context across the entire dataset

3. Review

Experts evaluate inference results, providing guidance and feedback to AI models

4. Unify

Merge duplicates with assistance of AI, creating a single source of truth across disparate data sources

5. Validate

Experts review final graph output, ensuring it is ready to push into production systems
Sign Up for Early Access

Sign up free for Mapped to access the full platform. You'll get notified the moment Expert Center is available.

Key benefits for technical teams

Speed

Create knowledge graphs in days, not months

Control

Guide enrichment and own the process

Accuracy

Human-in-the-loop ensures data fidelity

Scalability

Consistent workflow across many buildings and systems

Flexibility

Works with multiple ontologies, easy to update

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Drastically reduce project timelines

Mapping a 10,000-point building is a time-intensive process. With traditional methods, it could take weeks of manual work. Expert Center streamlines this effort, enabling your team to complete the same project in just a few days.
Now, imagine the time savings across an entire portfolio.

Before (Traditional Method)
After (Expert Center)

Manual Mapping

2-3

weeks

Automated with Expert Center

2-3

DAYS

80-90% Reduction in Effort

Expert Center ensures:

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Consistency

AI applies patterns uniformly, providing predictable and reliable outcomes every time

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Accuracy

Experts validate critical decisions, combining AI speed with human precision

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Context

Relationships and derived entities captured systematically, leaving no gaps in your data

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Flexibility

Easy to update building data as requirements and systems change

Resources

Be among the first to test Expert Center.

Sign up free for Mapped today to access the full platform, be among the first to explore Expert Center, and help shape what's next.