How facilities managers can embrace data-driven maintenance

by FM Media
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Facility management operates in a world overflowing with data. Every asset, from HVAC systems to lighting and elevators, generates a continuous stream of performance metrics, maintenance logs and energy consumption records.

Despite this wealth of information, many facility teams still face the same fundamental challenges – rising costs, unexpected failures and inefficient maintenance workflows. The problem isn’t a lack of data to solve these issues; it’s the inability to transform it into actionable insights.

Facility Management shares insights from Facilio co-founder Krishnamoorthi Rangasamy on why data is often underutilised in facility management and how teams bridge the gap between raw information and smarter decision-making.

Too much data, not enough insights

Sensor readings, work orders, equipment runtime logs and energy usage reports flood in daily, but without a system to organise and interpret this information, it becomes overwhelming rather than useful. Facility Management teams are forced to spend hours sifting through spreadsheets and manually correlating data from different sources. 

Imagine you are trying to navigate a city using hundreds of unmarked roads. You may have access to all possible routes, but without a map that highlights the best paths, finding the most efficient way forward becomes nearly impossible.

Similarly, facility teams often spend hours sifting through scattered reports to identify maintenance trends. A faulty piece of equipment may show subtle warning signs over time – a slight increase in energy consumption or a growing number of minor repairs – but without a way to see these trends in one place, they go unnoticed until a major breakdown occurs.

Krishnamoorthi Rangasamy leads the solutioning and customer success divisions at Facilio, a company that offers cloud software solutions to make the built environment operationally efficient and sustainable.

The key is to not just collect data, but structure it in a way that enables facility teams to see the bigger picture. 

For example, tracking Mean Time to Repair (MTTR) and maintenance costs per asset through a real-time dashboard helps teams identify which assets are becoming liabilities. A machine that requires increasingly frequent servicing might signal an impending failure, allowing teams to plan for a replacement before a costly breakdown occurs.

Instead of reacting to failures, facilities can use data to anticipate issues, optimise budgets and extend asset lifecycles.

Disconnected systems that create blind spots

Most facility teams rely on multiple systems to manage operations—a Building Management System (BMS) for HVAC, a Computerised Maintenance Management System (CMMS) for work orders, separate platforms for energy monitoring, ESG reporting and safety audits.

While each system plays a vital role, the lack of integration between them creates data silos, which makes it difficult to get a complete picture of facility performance.

Imagine a facility experiencing inconsistent energy spikes. Without integration, the operations team might check the BMS for HVAC performance logs, dig through CMMS records for recent repair history and analyse energy reports from yet another system. 

By the time they’ve gathered enough information to pinpoint the root cause, valuable time and money have already been lost.

An integrated system that consolidates facility data into a single view changes the game. With all information connected, facility managers can identify inefficiencies faster, correlate asset performance with maintenance history and benchmark costs and energy usage across multiple sites. 

For example, by linking occupancy data with HVAC usage, facility teams might find that certain areas are being overcooled during off-peak hours, leading to unnecessary energy waste. With real-time insights, they can adjust settings dynamically, reducing costs without compromising comfort.

Instead of reacting to problems after they escalate, facility teams can spot warning signs early, optimise operations and reduce downtime, all without the inefficiency of switching between multiple platforms.

Access to historical data

In today’s outsourced maintenance environment, it’s common for third-party vendors to manage facility operations, including the software that collects and stores maintenance data. While outsourcing can bring short-term benefits, it often comes at the cost of data ownership.

When third-party vendors control your maintenance data, you risk losing access to valuable historical information. Without this data, it becomes impossible to track long-term asset performance trends, conduct historical cost analysis and ensure seamless regulatory compliance. 

For instance, during a compliance audit, facility teams may be required to provide detailed maintenance logs spanning multiple years. If data is controlled by an external provider, retrieving these records can become a costly and time-consuming process potentially leading to regulatory penalties or operational delays.

Beyond compliance, owning data provides flexibility in vendor relationships. Organisations can switch providers without worrying about losing critical information, ensuring continuity in operations. 

Data is more than something that accumulates – it’s a goldmine for driving smarter decisions. By holding onto their data, organisations are not just safeguarding the present, but setting themselves up for long-term success in an increasingly digital and data-driven world. 

The future of facility management is data-driven

Facility teams need better ways to use the data they already have. Transforming raw numbers into actionable insights requires three key steps:

  1. Simplify data analysis – Shift from spreadsheets to real-time visual dashboards that highlight key maintenance trends.
  2. Integrate operational systems – Break down data silos and create a connected view of facility performance.
  3. Own your data – Ensure long-term access to maintenance records for better planning and operational flexibility.

By taking these steps, facility teams can move beyond reactive maintenance and fragmented decision-making toward a future of strategic data-driven facility management. Staying ahead means adopting a data-first mindset that transforms facilities from being operational hubs into proactive and intelligent ecosystems.

Krishnamoorthi Rangasamy leads the solutioning and customer success divisions at Facilio, a company that offers cloud software solutions to make the built environment operationally efficient and sustainable. He has over 25 years of experience building innovative enterprise-grade software solutions for real estate and telecom industries.

Photography supplied. 

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