Built by an Engineer Who Lived the Problem
PumpCycle AI wasn't born in a boardroom. It was born from years of frustration - searching through filing cabinets, calling manufacturers, and manually transcribing pump curves that should have been digital from day one.
From the Workshop Floor to AI
The same problem haunted me at every facility: pump data was impossible to find. Performance curves buried in filing cabinets. Datasheets scattered across dozens of manufacturer websites. Engineers spending hours on manual data entry that added zero value.
This isn't a niche problem — it affects every industrial plant that runs pumps. The data exists, it's just trapped in formats that weren't designed to be shared or searched.
PumpCycle AI is the tool I wished I had. It takes the decades of pump knowledge locked in paper and PDFs and makes it instantly accessible, searchable, and actionable.
The Journey
Started career on the shop floor, learning the fundamentals of industrial equipment maintenance.
Hands-on experience rebuilding, testing, and commissioning industrial pumps. Saw firsthand how much time was wasted searching for pump data.
Led reliability and maintenance initiatives across large-scale chemical facilities. Specialized in condition monitoring and predictive maintenance.
Building the tool I wished existed - turning decades of scattered pump data into accessible digital twins.
Our Values
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.
Domain Expertise
Reliability Engineering
Years of experience implementing reliability programs at scale in chemical and pharmaceutical facilities.
Condition Monitoring
Specialized in vibration analysis, thermography, and predictive maintenance technologies.
Pump Systems
Hands-on workshop experience with centrifugal pump rebuilds, testing, and commissioning.
Machine Learning
Education in ML and risk analysis, applying AI to solve real industrial problems.
Let's Talk Pumps
Whether you're drowning in paper datasheets, struggling with SAP integration, or just want to see what AI can do for pump management - I'd love to hear from you.