Applied Intelligence: The New Language of Business

We’ve officially reached the “so what” stage of AI.  Everyone has models. Everyone has copilots.  But very few have intelligence that actually moves the business.

From Algorithms to Outcomes

At IBM Watson, AI was still something you demoed — to imagine what could be possible. We built systems that could learn, reason, and respond. The limiting factors wasn’t scaling models across a complex, global enterprise. The insight was clear: algorithms aren’t the bottleneck — application and access to data is.

At GE Healthcare, we flipped that idea on its head and pushed AI into the real world.  We embedded machine learning into medical devices — MRI machines, ultrasounds, X-rays. Suddenly, AI wasn’t a dashboard; it was a collaborator. It became the friend not the foe of the radiologist. It helped clinicians see what the human eye might miss. 

That’s what applied intelligence looks like: when insight meets context and changes how people work in real time.

When Systems Connect, Intelligence Emerges

At MuleSoft, I saw the next evolution — integration as intelligence.  If data lives in silos, AI stays shallow.   But when you connect systems and workflows, you create a nervous system that learns with every interaction.   Integration isn’t plumbing. It’s how information becomes understanding.

And at OpenText, that idea has matured even further. Information management isn’t just about storage— it’s about context, governance, and trust.  When AI can move securely through your information fabric — knowing what’s sensitive, what’s regulated, what’s relevant — that’s when it stops being artificial and starts being applied.

The Shift We’re In

We’re moving from a world of automation (machines doing what we say) to a world of augmentation (machines elevating what we can see).

Applied intelligence is what bridges that gap — it uses data to make every decision smarter, every process adaptive, and every customer moment deeply personal.  It’s not about replacing judgment. It’s about scaling it.

The New Language of Business

In the next decade, “AI literacy” isn’t about prompt writing. It’s about understanding:

• how information flows
• how bias forms
• how trust is engineered
• how to design work that learns.

Every company is becoming an intelligence company. Only a few know it.

Bottom Line

Applied intelligence isn’t a project. 

It’s the new language of business – and leaders who speak it fluently will define this next era runs — faster, fairer, and infinitely smarter.