Why Pump Data Matters
Pump curves are the foundation of every sizing, monitoring, and maintenance decision. Yet in most facilities, they're locked in filing cabinets or scattered across manufacturer websites.
The Story Behind PumpCycle
My first job in engineering was testing pumps. During my apprenticeship as an industrial mechanic, I spent a year in a pump workshop — running overhauled pumps on test benches, recording performance curves, and verifying they met spec before going back into service. That's where I learned something most engineers never see firsthand: a pump curve tells you everything about whether a machine is healthy or failing.
The frustrating part: almost nobody uses this data. Curves get filed away after commissioning and never looked at again. Over a decade in condition monitoring and predictive maintenance, I saw the same pattern everywhere — decisions about pump health and selection made without the data that actually matters. PumpCycle AI exists to change that.
My first job in engineering was testing pumps.
The frustrating part: almost nobody uses this data.
Making pump curves accessible so they actually get used — not filed away after commissioning and forgotten.
What Drives Us
Built by engineers, for engineers. These principles guide everything we build.
Engineering First
We build tools that engineers actually want to use. Every feature is designed with real-world workflows in mind.
Data Quality
Pump performance data is critical. We validate every extraction against physics and industry standards.
Open Standards
Your data is yours. We support open formats and provide full API access for integration.
Sustainability
Efficient pumps save energy. We help identify waste and optimize pump systems for lower emissions.
Let's Talk Pumps
Whether you're drowning in paper datasheets or just want to see what AI can do for pump management — I'd love to hear from you.
Get in Touch