Transform Your Business with Clean, Reliable Data That Drives Results

The Hidden Cost of Inaccurate Data: Garbage In, Garbage Out

Inaccurate data is a silent yet devastating problem for businesses. When teams rely on flawed information, their decisions become unreliable, leading to inefficiencies, wasted resources, and missed opportunities. Machine learning systems, which depend on clean data to function, fail to deliver accurate insights, further compounding the issue. From frustrated employees wasting time correcting errors to AI producing faulty predictions, the ripple effects of bad data touch every aspect of operations. Without clean, reliable data, businesses face a cycle of errors that erodes trust, slows progress, and hinders growth.

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Does This Sound Like You?

Inaccurate data may be silently sabotaging your operations, leading to flawed decisions and ineffective outcomes.

  • Do you feel like... you can’t trust the numbers you’re seeing?
  • Does it seem... like even the best tools and systems fail because the input data is wrong?
  • Are you frustrated that... you’re constantly correcting errors, wasting time and energy?
  • And when it comes down to it, do you... struggle to make accurate predictions and confident choices, whether for humans or machines?

Get To Know Ricky Sun Better

I help Oil &Gas companies create value from their PI System.

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MORE ABOUT ME

Ricky Sun

I am the founder and CEO of Sunlead Technologies Inc., a company that empowers oil & gas leaders to turn data into actionable insights that drive impactful results. With over 15 years of expertise in the PI Data Historian field, I have built a reputation for delivering precise, high-quality contracting, professional services, and software solutions for the AVEVA PI System, the industry’s leading data management platform.
Our mission is to help clients maximize their investment in the PI System by offering visionary strategies and precise data-driven solutions that foster growth, efficiency, and trust. Whether it's optimizing energy use, preventing costly equipment failures, boosting production, or enabling digital transformation, my team is dedicated to providing reliable, customized support, both remotely and onsite, tailored to each client’s unique goals.

Businesses we have helped achieve their goals

Past Customers

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"Your experience and technical skills were really helpful, we were able to dedicate your time strictly towards anomaly development and refinement, and that was key in pushing the project forward this year."

STEVEN KOCIUBA, Digital Foundation Lead

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"As a Process Engineer who has worked extensively with PI, but not with PI Vision, I knew what I wanted, but I didn't know how to create it. Ricky provided the support I needed. Ricky caught on to the Process Technology jargon quickly, and adapted his training/support to meet my needs."

CHRIS MOSER, Senior Process Specialist

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"Working with you is always a pleasure"

AHMAD JODEH, CEO of Atlas Core of Engineers

WHAT WE OFFER

AVEVA PI System Services

pi projects

Drive Innovation and Efficiency through Customized PI Project

PI Projects

Our Project service offers end-to-end support for initiatives that bring measurable improvements to your operations. From implementing new PI System solutions to upgrading existing ones, we customize each project to fit your specific needs and goals. With our expertise, you’ll turn data into actionable insights, automate critical processes, and unlock new levels of efficiency.

​In this service, you will receive:

  • Seamless System Integration, so you can... connect data across platforms for a unified view of operations
  • Advanced Analytics Setup, so you can... detect anomalies and improve decision-making with real-time insights
  • Tailored Project Planning, so you can... confidently address unique challenges and meet your objectives
pi contractors

Experienced PI System Contractors Ready to Support Your Projects

PI Contractors

Our Contractor service offers skilled PI System professionals to augment your team. Whether you need temporary support for a complex project or specialized expertise for ongoing operations, our contractors bring years of hands-on experience. Gain the flexibility to meet project deadlines, handle complex tasks, and drive improvements without long-term commitments.

​In this service, you will receive:

  • Direct Access to Insights, so you can... quickly address challenges and optimize your PI System with expert guidance
  • Flexible Engagements, so you can... scale support according to project demands and budget
  • On-Demand PI Experts, so you can... enhance your team’s capacity with specialized skills when needed
pi support and administration

Maintain Optimal PI System Health with Expert Support

PI Support And Administration

Our PI Support and Administration service ensures your PI System is consistently optimized, secure, and efficient. We provide regular maintenance, monitoring, and troubleshooting to keep your system running smoothly. With our expertise, you can prevent potential issues, enhance data integrity, and maximize system performance.

In this service, you will receive:

  • Proactive System Monitoring, so you can... identify and resolve issues before they impact your operations
  • Regular System Tune-ups and Security Audits, so you can... keep your PI System compliant and operating at its best
  • Expert Troubleshooting and Support, so you can... minimize downtime and maintain productivity with responsive assistance
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Maximize the Value of Your PI System: A Comprehensive Guide to Data Visualization and Analysis Tools

Discover the top tools for real-time monitoring, advanced analytics and business intelligence. Learn how to choose the right platform to unlock actionable insights, enhance operational efficiency, and drive data-driven decision-making.