By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.
By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.

By Bob Schiaroli
Throughout my decade-plus career in facilities and commercial real estate—spanning both the public sector as a Director of Facilities and the private sector within Fortune 500 companies—I’ve noticed a recurring, frustrating pattern. Most organizations treat their systems of record (whether it's a CMMS, ERP, or CRM) as passive storage units. I call them "data graveyards": places where information goes to die because no one knows what to do with it.
The goal should never be just to record data. The goal is to drive the organization to be better through actionable insights. Here is how you can stop the data decay and turn your system of record into a true system of action.
The primary reason these systems fail is that data entry becomes the finish line rather than the starting point. When you have siloed systems across facilities, HR, and finance, and no clear ownership of outcomes, you end up with poor data quality and a lack of trust. If you don’t trust the data, you can't use it.
To fix this, we need a fundamental mindset shift in operations. We must move:
Transforming your system requires a solid foundation built on four key pillars:
Even with the best intentions, it's easy to stumble. Avoid these common mistakes:
We are moving toward a "predictive" game. Instead of just reacting to a broken HVAC unit, we can use sensors to detect vibration or RPM changes that signal a failure is 30 days away. AI can take this a step further—not just acting as a "check engine light," but identifying the specific part needed so a technician can fix it on the first trip, saving time and money.
When you successfully transition to a system of action, the business impact is undeniable:
In facilities management, if it’s not in the system, it didn’t happen. By turning your data graveyard into an engine for action, you aren't just logging work—you're scaling your operations and proving the value of your team every single day.