Data & Platform
Real World Applications of Willow’s Data Layer
by Rick Szcodronski, Chief Product Officer, Willow Ontology, shapes, and data form the foundation of Willow’s data layer. For many organizations, adopting a shared ontology or traditional tagging model is a logical starting point. However, the lack of consistent data shapes across vendors makes true plug-and-play integration and seamless migration difficult to achieve. Willow takes … Continued
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Latest Posts
Operational AI for Data Centers
Data centers span a wide spectrum, from small lab environments to hyperscale campuses. Somewhere in between lie colocation facilities hosting multiple customers and enterprise data centers supporting business applications. Despite their differences in scale, they all share a common challenge: managing redundancy, capacity, and infrastructure dependencies across a fragmented landscape of systems and data. This … Continued
Reimagining Building Comfort
Temperature is the #1 complaint in commercial buildings. As per a recent survey, 68% of facility managers say it’s their single biggest issue. Hot and cold calls from occupants are the most visible and persistent category of complaints across corporate offices, hospitals and university dorms. They interrupt work, frustrate occupants, and drain technician time. Comfort issues can be symptoms of underlying asset performance problems or systemic … Continued
ASHRAE 241 Turned CO2 Monitoring Into a Cross-System Control Requirement
Sensor Deployment Has Outpaced the Operational Model Walk through a campus building where the sensor deployment is already done. The CO2 monitors are installed. The dashboard is connected. The data is logging. Many of those sensors are connected to outside air dampers, which is standard demand control ventilation per ASHRAE 62.1. When the lecture hall … Continued
From Data Overload to Decisive Action: Willow’s Role in Modern Healthcare
Healthcare organizations are at a pivotal moment, with new opportunities to enhance outcomes and efficiency. Beyond delivering exceptional patient care, they must balance sustainability targets, minimize downtime across increasingly complex infrastructure, and do more with leaner teams. As per the U.S. Department of Energy Better Buildings Initiative, healthcare facilities consume nearly 10% of all energy used by the U.S. … Continued
Managing Units with Willow
In the modern world of building management, data is the currency of operational excellence. Raw sensor values, thresholds, setpoints, and insights all flow through a digital environment powered by IoT and analytics. The value of this data hinges not just on its accuracy, but also on its context, and especially its units of measurement. The Importance … Continued
How Willow Accelerates the Future of AI Enabled Airports
Airports are entering one of the most transformative decades in their history. Passenger volumes are rising, operational complexity is increasing, and the pressure to deliver seamless, safe, and efficient travel experiences has never been higher. At the same time, Artificial Intelligence is rapidly reshaping how airports think about operations, infrastructure, and decision making. In response to this … Continued
Turning Documents into Actionable Data with Willow
Up to 95% of the information generated and captured in documents during building design and construction can go unused in building operations, according to research. For built environments, documentation is essential but managing it can be overwhelming. Facility teams have to track architectural packages, O&M manuals, floor plans, and more. All this information is often … Continued
Repeatability at Scale: Daily AI Reports for Facilities
Facility teams live in a swirl of data, ranging from BMS alarms, work orders, sensor streams, comfort complaints, energy spikes, daily inspections and compliance checks. Every morning the question is the same: What needs attention today, and in what order? Is vital equipment supporting core systems in the building running as expected? Facility Managers (FMs) … Continued
How Operational AI Unlocks New Value for Facilities
Whether it’s maintaining aging infrastructure, managing rising energy cost, or keeping operations running without interruption, facility teams aspire to do more with less. Operational AI delivers on this promise. It gives organizations the ability to act before problems escalate and make decisions grounded in data. The value this unlocks goes far beyond incremental efficiency gains. … Continued
Product Innovation Through Customer Obsession
As a frontier AI-driven platform, a customer-obsessed mindset keeps Willow anchored in the practical realities of facilities, infrastructure, and operations. It pushes product decisions toward real-world problems. These include reducing downtime and simplifying workflows. Customer signal directs where the platform should evolve next, which in turn shapes the Willow experience. Willow prioritizes the highest-impact pain points, … Continued
Unlocking the Power of Knowledge Graphs with 3D Models
AI-powered knowledge graphs are transforming building management by turning fragmented operational data into structured layers that can be queried. When paired with 3D views of systems, they unlock a new era of intuitive facility operations. Knowledge graphs bring isolated systems together by mapping relationships between assets, spaces and data. 3D models add spatial intelligence, highlighting … Continued
Beyond HVAC and Fault Detection to Operational AI
While HVACs contribute on the order of 40% of a building’s operational expenses, whole‑building strategies can yield up to 70% reductions. Modern campuses, airports, stadiums and healthcare facilities operate as interconnected ecosystems. Willow’s platform is built to unify systems, correlate signals across them, and deliver operational intelligence. Stepping beyond traditional HVAC-centric fault detection, Willow has … Continued