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DIGITAL ASSETS LLC
DIGITAL ASSETS LLC
TURNING YOUR BUILDING DATA INTO AN ASSET

Master Systems Integration

In building construction there are well defined standards that each subcontractor must adhere to.  A licensed inspector ensures that all work conforms to code while a general contractor ensures that all design and specifications have been met. The world of operational technology (OT) is different.  Often, the OT subcontractors are nested below a mechanical subcontractor who has little understanding of what's required beyond functional testing.  These OT systems are routinely installed with little assurance that all design and specifications have been met. This lack of standardization is one of the single largest causes of disparity in today's OT systems. 

Enter the master systems integrator (MSI). The MSI stands in the gap, leveraging various tools to normalize the physical, logical and virtual assets in OT systems, defining the relationships between them, establishing and enforcing OT integration requirements, and ensuring the integrity of all digital objects entering the built environment. 

Get More Insight From Your BAS System Data


Data Normalization

Normalizing data in HVAC building automation systems (BAS) is like giving every device in a building the same language and dictionary—it unlocks a whole new level of efficiency and insight. Here are some key benefits:

  • Streamlined Integration: With standardized naming and tagging conventions, integrating new equipment or software becomes faster and less error-prone.

  • Enhanced Analytics: Clean, consistent data enables more accurate performance analysis, predictive maintenance, and energy optimization strategies.

  • Scalability: As buildings grow or portfolios expand, normalized data ensures that systems can scale without needing custom configurations for each new asset.

  • Single Pane of Glass: Facility managers can monitor and control all systems from a unified interface, reducing complexity and improving response times.

  • Future-Proofing: Normalization supports open standards and prepares buildings for emerging technologies like AI-driven automation and digital twins.


Benefits of Normalizing BAS System Data
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Building Automation System (BAS) analytics offers a powerful suite of benefits that go far beyond simple system control. Here’s how it can transform building management:

  • Predictive Maintenance: Instead of waiting for equipment to fail, BAS analytics uses real-time and historical data to forecast issues—allowing for timely repairs and reducing costly downtime.

  • Energy Optimization: By analyzing usage patterns and environmental data, BAS can fine-tune HVAC, lighting, and other systems to minimize energy waste while maintaining comfort.

  • Cost Savings: Fewer emergency repairs, lower energy bills, and extended equipment life all add up to significant operational savings over time.

  • Improved Occupant Comfort: BAS analytics can adjust systems dynamically based on occupancy and preferences, creating a more comfortable and responsive environment.

  • Data-Driven Decision Making: Facility managers gain insights into system performance, inefficiencies, and trends, empowering smarter planning and resource allocation.

  • Sustainability Goals: With better control over energy use and emissions, BAS analytics supports green building certifications and environmental compliance

Building Automation System (BAS) analytics is all about turning your building’s operational data into actionable insights.
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