Our Story:
Transforming Process Manufacturing with AI
The $4.4 Billion Wake-Up Call
Every year, the process industry bleeds an absolute fortune—not from market downturns or material shortages, but from something far more fixable: broken data.
In control rooms across the country, we saw brilliant engineers making million-dollar decisions based on fragmented data, gut instinct, and tribal knowledge. Meanwhile, $4.4 billion evaporated annually—not from equipment failures or market forces, but from something more insidious: data that couldn’t tell its own story. Plants were drowning in data but starving for insights. The missing piece wasn’t more information—it was information that could explain itself.
Our Breakthrough: Teaching Data to Speak
We didn’t just build another analytics platform. We created a translator for industrial data: Taking scattered whispers of information and turning them into clear conversations, Preserving the hard-won knowledge of veteran operators in a system that never retires, Building bridges between data silos that had never been introduced.
But what if data didn’t just exist—what if it worked? What if data found its voice?
The Turning Point:
From Chaos to Clarity
We saw an industry at a crossroads. Generative AI promised revolution, but without the right data foundation, it was like building a racecar on a dirt road.
We knew the answer wasn’t just more AI—it was smarter data.
Lost in silos, spreadsheets, and legacy systems.
A puzzle with mismatched pieces.
Numbers without context, alarms without explanations.
Buried behind security walls, accessible but unusable.
The Vision:
Data That Works as Hard as Your Team
We set out to rebuild data from the ground up—not as a passive record, but as an active partner in decision-making.
One source of truth, accessible in real time.
Speaking the same language across teams and machines.
Not just "what happened," but "why it matters."
Fuel for automation, prediction, and insight.
Why This Matters Now More Than Ever
The stakes have never been higher.
The industry’s most experienced minds are retiring, taking irreplaceable knowledge with them.
Pressure to scale production clashes with safety and quality demands.
While finance and pharma race ahead, manufacturing struggles to keep up.
How We’re Making It Happen
In 2025, we’re taking this vision to the world through a powerful alliance
with Emerson’s North America Impact Partners—18 top-tier industry leaders with $2 billion in collective reach.
Not as a buzzword, but as a daily tool for plant teams.
From root-cause analysis to automated reporting.
Capturing institutional knowledge before it walks out the door.
The Future We See
No engineer wastes a night digging through log files
No plant manager has to choose between speed and safety
No company loses millions to problems they could’ve predicted
New Era for Process Manufacturing
Ready to turn your data from a cost into your greatest asset?