Suresh Gokarakonda

AI & Bots Enthusiast | Passionate about All things Tech| Fitness | Chess

[Suresh Gokarakonda @suriGK]

I just published Redefining the Software Engineer: Selection Criteria in the Age of AI-Assisted Coding https://t.co/JCjvCWmZi9

[ShiftAI | AI Solutions & Strategy @shift_ai_first]

Most industrial AI projects do not fail because the AI fails.

They fail because the foundation fails.

The pattern is surprisingly consistent:

✅ Proof of concept works

✅ Business case gets approved

✅ Leadership gets excited

Then the project reaches the plant.

And reality shows up.

• Data isn't as clean as expected
• Systems don't connect the way people assumed
• OT access is more restricted than planned
• Governance constraints emerge
• Operators weren't involved early enough

The model wasn't the problem.

The environment was.

Many organizations treat AI as the starting point.

In reality, AI is the last layer.

Below it sits:

→ Data quality
→ System integration
→ Operational context
→ Security
→ Adoption

If those layers are weak, the AI inherits the weakness.

That's why so many projects become permanent pilots.

Not technology failure.

Foundation failure.

The most successful industrial AI programs don't start with better models.

They start with better foundations.

Before asking:

"Which AI should we deploy?"

Ask:

"Is the foundation ready to support it?"

#IndustrialAI #OperationalAI #ManufacturingAI #EnterpriseAI #AIStrategy #SmartManufacturing #Industry40 #DigitalTransformation #OperationalExcellence #ManufacturingLeadership #ConnectedOperations #AIAtScale

[Suresh Gokarakonda @suriGK]

@volklub There is hope, tech should solve quality gap of teachers.

[Rahul Reddy Dendi @rahulreddyD]

Private School ❌
Govt School ✅

Telangana Public School,Arutla

Thank You @INCTelangana Govt 👏

[Suresh Gokarakonda @suriGK]

Check out the latest article in my newsletter: Are We Measuring AI ROI All Wrong? https://t.co/HoWqeBmwGo via @LinkedIn

[Suresh Gokarakonda @suriGK]

@Navee01KumarKN @a_hahahahad Which branch you been to? @Babaitiffins

[Suresh Gokarakonda @suriGK]

I just published You’re Running Half Your AI Strategy. The Other Half Is Where the Real Value Hides. https://t.co/SPHXk1cIP9

[Karthik @karthikponna19]

POV : USING CLAUDE OPUS 4.7 TO JUST RENAME A VARIABLE

[Suresh Gokarakonda @suriGK]

AI ability is not the right lens to look at this. If I were him I would look at people who understand business top down and have an aptitude for learning as the gating criteria. AI amplifies what one knows so it’s important for people to know what one is supposed to deliver. Roles are merging/collapsing, so hierarchy tends to be flat in future. We need people with wholistic understanding to define and drive new process.

[Suresh Gokarakonda @suriGK]

@saffrontrail Totally agree 👍🏽

[Suresh Gokarakonda @suriGK]

@Jason I’m in

[Suresh Gokarakonda @suriGK]

@arindam___paul Thank you. This was the exact problem no one was solving for. I have been looking for a solution for last 2 years.

[Suresh Gokarakonda @suriGK]

AI isn't replacing humans — it's amplifying us at a scale we've never seen before.
I break down the 4 vectors of human amplification and what this means for the future of work.
Read on Medium 👇

https://t.co/TYoCcA7xaD

#AI #FutureOfWork #HumanAmplification #AITransformation

[Suresh Gokarakonda @suriGK]

Intelligence architects
Reasoning modulators
Decision support engineers

Few roles from the near future!

[Suresh Gokarakonda @suriGK]

Keyboards will soon be in museums. Intelligence now listens, thinks, and acts.

[Suresh Gokarakonda @suriGK]

Soon, we’ll hear many RAGs-to-riches stories.

[Suresh Gokarakonda @suriGK]

You start this tweet in one AI world and end it in another.

[Suresh Gokarakonda @suriGK]

@vAIdikabhArata Sounds like block chain

[Suresh Gokarakonda @suriGK]

AI isn’t just a chatbot—it’s a hybrid team member. Forward-thinking companies are integrating AI into workflows as a true collaborator, not just a tool. How is your org using AI as a teammate? #AIIntegration #HybridTeams

[Suresh Gokarakonda @suriGK]

The future of work is hybrid intelligence: "AI teammates handling data What are your thoughts? #Innovation #Tech

[Suresh Gokarakonda @suriGK]

AI teammates are reshaping leadership. Leaders must rethink collaboration and performance metrics as AI becomes a true team member. How are you preparing for an AI-augmented future? #Leadership #HybridTeams

[Suresh Gokarakonda @suriGK]

AI isn’t just a chatbot—it’s a hybrid team member. Forward-thinking companies are integrating AI into workflows as a true collaborator, not just a tool. How is your org using AI as a teammate? #AIIntegration #HybridTeams