Ali Lazim

CEO/Founder @Medixbot | Immigrant 🇮🇶 🇹🇷
Technologist, Entrepreneur, Inventor, and Developer.
I am passionate about #ai, #work, #security, and #biotech.

[Ali Lazim @alilazim]

@UHC You Averay AI Agent and your Cost estimate both are not working! Your advocates hanging up the call when they are not able to answer our questions! How I can complain about your services!!!

[Ali Lazim @alilazim]

I just published How Baghdad Introduced Me to the Bauhaus Architecture — and Harvard Brought Me Back to It https://t.co/lf1hwlpyB3

[Ali Lazim @alilazim]

8/8
And this raises;

If EI ≠ AI, is EI the same thing as the increasingly popular Agentic Enterprise?

I don’t think so.

Agency is important—but agency and intelligence are not identical.

That’s Part 2.

Research and article work continues under Cogito Machines.

[Ali Lazim @alilazim]

7/8
I think modern EI increasingly looks like a closed loop:

Observe → Contextualize → Remember → Reason → Predict → Decide → Authorize → Act → Verify → Learn

AI provides capabilities.

EI makes those capabilities coherent at the organizational level.

[Ali Lazim @alilazim]

6/8
Here’s the distinction:

A predictive model can tell you that demand may fall 18%.

AI!

But can the enterprise understand what that means for customers, inventory, capacity, and so on?

Can it choose a response, authorize it, act, and learn?

That’s a different problem.

[Ali Lazim @alilazim]

5/8
The question:

How can the enterprise itself operate as an intelligent system?

My definition:
Enterprise Intelligence is the governed capacity of an enterprise to understand, remember, reason, predict, decide, act through authorized humans & machines, and learn from results.

[Ali Lazim @alilazim]

4/8
Enterprise systems can now:

understand → remember → reason → predict → simulate → recommend → plan → act → learn

That goes far beyond reporting and decision support.

The question is no longer only:

“How can we use information intelligently?”

[Ali Lazim @alilazim]

3/8

“Enterprise Intelligence” isn’t a new term.

It has roots in Business Intelligence, knowledge management, organizational learning, analytics, and systems thinking.

But the technological boundary has moved.

So I think the definition needs to move too.

[Ali Lazim @alilazim]

2/8
The series:

EI ≠ AI, EI ≠ the Agentic Enterprise, and Today’s EI ≠ Yesterday’s EI

Part 1: EI ≠ AI
Part 2: EI ≠ the Agentic Enterprise
Part 3: The Architecture of Enterprise Intelligence
Today: Part 1.

[Ali Lazim @alilazim]

1/8
AI everywhere does not make an enterprise intelligent.

A company can deploy a lot of predictive models, copilots, foundation models, and AI tools—and still remain fragmented, reactive, and forgetful.

That’s the starting point for a 3-part series on Enterprise Intelligence.

[Ali Lazim @alilazim]

Check out my latest article: Enterprise AI Adaptation – From Ambition to Activation https://t.co/chg47XrvEs via @LinkedIn

[Ali Lazim @alilazim]

The Girl I Left Behind Me!

[Ali Lazim @alilazim]

I tried it, and I'm amazed by AI's performance. But they all still fail at one thing: judgment. Even with all the inputs and context, it's just not human!

[Ali Lazim @alilazim]

I just published Enterprise AI: Loading, Please Wait… https://t.co/RpoR0QcN4p

[Ali Lazim @alilazim]

I find the WhatsApp Web app to be quite frustrating to use. I'm curious whether the developers actually test the guardrail rules they've implemented. I'm honestly considering developing a free chat app myself to spare others from dealing with this ..... app.

[MEDIXBOT @medixbot]

For millions with diabetes, pain is part of daily life.

We’re building AI-driven systems that replace finger pricks with seamless monitoring, resulting in less pain and more living.

#Medixbot #DigitalHealth #AIinHealthcare

[Ali Lazim @alilazim]

#HarvardAlert
Cambridge Police are reporting that an unidentified male on a bicycle just shot at another person on Sherman Street. The suspect is on a bicycle heading toward Garden Street. Please avoid the area and shelter in place.

[MEDIXBOT @medixbot]

Chronic diseases are today’s biggest health challenge. Yet, most healthcare remains reactive, treating emergencies only after they occur.

What if AI + continuous monitoring could shift care to proactive prevention?

#DigitalHealth #AIinHealthcare #ChronicCare

[Ali Lazim @alilazim]

I recently had an inspiring conversation with Dr. Ted James from @HarvardChanSPH and @EndeavorHealth — a leading advocate in the fight against cancer.
We share the same mission, and we both wear!
Read my full reflection here 📷:
https://t.co/JwsDHYDMQg...
#MenWearPink