Why Process Historians Still Matter in the Age of Cloud & AI?

Discover the 9-Step Framework that turns raw industrial data into real decisions — and why most projects fail not because of technology, but because they were implemented wrong from the start.

May 5, 2026 09:30 AM Mountain Time (US and Canada)

Industrial Data Architecture: From SCADA to Scalable Systems

Free training — limited seats available

Who You’ll Learn From

Ricky Sun

Ricky Sun designs industrial data infrastructure for oil & gas operations from historian architecture to cloud integration. He helps teams turn complex data systems into reliable, decision-ready infrastructure inside live production environments.

If You Already Have SCADA, Cloud, and Dashboards… Why Are Companies Still Buying Historians?

Most explanations you hear are surface-level:

  • “Historian stores data from SCADA”

  • “Used for trends and dashboards”

  • “Helps with reporting”

That’s not wrong.

But it’s not the real answer.
The truth is:

A historian is not just a database.

And if you misunderstand its role…
Everything you build on top of it becomes harder

WHAT YOU’LL DISCOVER

In This Free Training, You’ll Learn:

  • What a process historian really is (beyond the textbook definition)

  • The concept of deterministic capture — and why time accuracy matters

  • The 9-Step: From Raw Data to Real Decisions Framework

  • Why most companies get stuck at dashboards and never reach real value

  • How modern architecture connects historian, MQTT, cloud, and AI

  • The #1 mistake that makes systems harder downstream (and how to avoid it)

  • How to think in systems, not tools

WHY LISTEN TO ME


From Confusion to Clarity

In 2024, I attended the AVEVA Pipeline Summit.

I sat in an Enterprise SCADA session… and realized something uncomfortable:

Even as an AVEVA PI expert, I didn’t fully understand the bigger system.

That moment changed everything.


I went deeper into Industry 4.0:

PLC → HMI → SCADA → MES → ERP → Cloud

A year later, I attended ProveIT, connected with Walker Reynolds, and joined the Integrator Growth Program.


What I share with you is not theory.

It’s the result of going from:

Confusion → Clarity

THE REAL PROBLEM

You Don’t Have a Data Problem! You Have a Meaning Problem.

Most companies:

  • Collect data

  • Store data

  • Visualize data

But still can’t answer:

  • What actually happened?

  • Why did it happen?

  • What should we do next?


    And when the beginning is wrong…

    Everything downstream becomes harder.

WHAT WILL CHANGE AFTER THIS

After This Webinar, You Will:

  • Understand where historians fit (and where they don’t)

  • See your architecture differently

  • Identify gaps in your current system

  • Think in terms of end-to-end data flow → decision → action

BONUS!

Stay Until the End and Get:

Access to the architecture resource
→ So you can start mapping your own system correctly

Free live training — limited availability

Ready to See the Full System — Not Just Pieces?

Stop treating historians like databases.

Start building systems that actually deliver value.