Live from GTC: Smarter and Safer AI Agents with Arijit Sengupta of Aible

Summary

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Podcast Summary: “Live from GTC: Smarter and Safer AI Agents with Arijit Sengupta of Aible”

Podcast: Reshaping Workflows with Dell Pro Precision and NVIDIA RTX PRO GPUs
Host: Logan Lawler (Dell Technologies AI Factory with NVIDIA)
Guest: Arijit Sengupta (Founder and CEO, Aible)
Recording Date: March 19, 2026
Event: NVIDIA GTC 2026

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Episode Overview

This episode, recorded live at NVIDIA’s GTC 2026, explores the transformative impact of the newly launched Dell Pro Precision workstations in partnership with NVIDIA RTX PRO GPUs — focusing on their integration with enterprise AI workflows powered by Aible’s agent-building platform. Host Logan Lawler welcomes back Arijit Sengupta to unveil new Aible platform features, discuss advances in secure and consistent AI agent deployment, and share real-world enterprise use cases. The conversation dives into collaboration with NVIDIA’s latest “Nemo Claw” and showcases how Dell hardware is enabling flexible, robust AI solutions across industries.

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Key Discussion Points & Insights

1. Aible’s Mission: Empowering Enterprise Agent Creation

• Arijit Sengupta’s Background ([00:41])
  • Former founder of BeyondCore, acquired by Salesforce and evolved into Einstein Discovery.
  • Currently, Aible’s mission is “empowering any business user to build agents of their own.”
• Practical Example:
  • “At State of Nebraska we had them build 222 agents in 90 minutes with 36 people. So just empowering anyone to build agents very, very quickly.” — Arijit Sengupta [00:48]

2. Major Announcements at GTC 2026

• NVIDIA’s “Nemo Claw” and Enterprise Readiness ([01:21])

  • NVIDIA launched "Nemo Claw," focused on securing AI agents and making them enterprise-ready.
  • Aible is among the earliest adopters.

• Introduction of “Aible Claw” ([01:21]–[02:14])

  • Addresses not just security (as with Nemo Claw) but also consistency:
    • Prevents discrepancies in AI agent answers (e.g., CEO and CFO getting different results to the same question).
    • Tracks and optimizes impact on business KPIs.
    • Ensures true enterprise-grade standards: security, consistency, governance.
    • Already running on Dell UV 10 and leveraging NemoTron 3 Super models.

  “What Aible’s Claw does: We actually don’t just secure it, we make it consistent. We show you the impact on your business KPIs. So, true enterprise Claw.”
  – Arijit Sengupta [01:37]

3. Usability Enhancements and Enterprise Controls

• Seamless User Experience for Business and Data Science Teams ([02:46])

  • Business users conformed to IT requirements through “Golden Dataset,” “Golden Transform,” and “consistent reuse.”
  • Early templates standardized best practices, making agent creation easy.
  • The new “Claw” layer automates enterprise compliance and best practices — users can just ask a question, and the platform handles the rest.
  • Removes the need to even select templates in many cases, automatically ensuring enterprise compliance and governance for ad-hoc queries.

  “The experience [is] even simpler. You don’t even have to go to the template, just ask the question, it figures the rest of it out...”
  – Arijit Sengupta [03:30]

• For Data Science Teams

  • Example: For a hypothetical T-Mobile data scientist, enterprise governance and compliance frameworks are now deeply embedded and simplified in the platform.

4. Real-World Enterprise Use Case: Baptist Health South Florida

• Deployment Across Edge and Cloud ([04:21])

  • Baptist Health South Florida as early adopter — leveraging Dell GB10 at the edge and Nimbius Cloud.
  • Migrating from transactional to long-running agents, enhancing context-awareness and efficiency in customer service (e.g., patient rescheduling and beyond).
  • This transition is positioned as a trend: Enterprises extracting greater value by deploying context-aware, continuously running agents.

  “That shift to long-running agents, you’re going to see that enterprise after enterprise, because just transactional agents don’t create as much value as an agent that has awareness of the context...”
  – Arijit Sengupta [04:42]

5. Access and Community Engagement

• Getting Started with Aible ([05:22])
  • Visit aible.com or find Aible at GTC Booth 3102 for demos and more information.

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Notable Quotes & Memorable Moments

• On Platform Simplicity and Best Practices

  “We had already worked... to have business users, when they use the platform, conform to IT requirements... The constraints and controls we had on the business users now apply to the agents.”
  – Arijit Sengupta [03:10]

• On Dell Hardware Integration

  “It runs on Dell today on the UV 10 that we were playing with yesterday. It runs on that today with the Nemotron 3 Super as well.”
  – Arijit Sengupta [01:48]

• On the Collaborative Spirit

  • Humorous banter about “everyone having claws” and the lighthearted camaraderie at GTC.

  “We all got claws, baby, we all got claws!”
  – Logan Lawler [02:26]

  “But our claws have protections on them.”
  – Arijit Sengupta [05:36]

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Key Timestamps

| Timestamp | Topic/Quote | |-----------|-----------------------------------------------------------------------------------------| | 00:41 | Arijit introduces himself and Aible’s core mission. | | 01:21 | Discussion of NVIDIA’s Nemo Claw and Aible Claw announcement. | | 02:46 | Explanation of new enterprise controls and elimination of manual templates. | | 04:21 | Real-world use case: Baptist Health South Florida and long-running agents. | | 05:22 | Details on how to get a demo or more information about Aible. | | 05:36 | Light-hearted exchange on “claws” and enterprise protection. |

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Tone & Language

The episode maintains a lively and conversational energy throughout, with clear technical explanations and a focus on real-world impact. The dialogue keeps complex concepts approachable, often punctuated by humor (“We all got claws, baby!”), and emphasizes user empowerment as central to both Aible and the Dell/NVIDIA AI ecosystem.

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Takeaways for Non-Listeners

• Aible, running on Dell Precision and powered by NVIDIA RTX Pro GPUs and Nemotron 3 Super, enables rapid, secure, and consistent deployment of enterprise AI agents.
• The latest platform advances (Aible Claw) automate enterprise compliance and make agent creation seamless—even for non-technical users.
• Early adopters like Baptist Health South Florida are proving the value of long-running, context-aware agents at scale.
• Interested businesses and individuals can experience these solutions live at GTC or online at aible.com.

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For those seeking more inspiration or hands-on exposure, head to aible.com or Booth 3102 at GTC.

Transcript

[A]

Welcome to reshaping workflows with Dell Pro Precision and Nvidia. Where innovation meets real world impact in high performance computing.

[B]

Logan, live back GTC 2026. Not sure what day it is. Hulk had a bleeding together if I'm being real honest with you. So Eric, with Abel, we've been here before, we actually spent actually last week together. So. But for those that don't know one, introduce yourself, give them a little background and then kind of a high level of what Able does.

[A]

Fantastic. I'm original. I'm the founder and CEO of Abel. Before this I started something called BeyondCore which became Salesforce, Einstein Discovery. What Able does is empowers any business user to build agents of their own. So at State of Nebraska we had them build 222 agents in 90 minutes with 36 people. So just empowering anyone to build agents very very quickly.

[B]

I love that. That's like the most concise thing you've ever said in your life. I love it. So big news. GTC couldn't talk about it last week, but Nvidia has announced a few things. You've announced a new things. Let's focus on what is new in the Able platform as of basically Monday.

[A]

Well, so you heard Jensen's keynote where he was talking about the importance of openclaw and how it's important to make it enterprise ready. So Nvidia announced something called Nemo Claw that we were early adopters of. But Nemo Claw secures the agent. What about consistency? So imagine your CEO and your CFO ask the same question and they get different answers. They're not going to like that. Or what about if I'm going to run a bunch of agents at scale, what will that do to my business? KPI, how do I optimize that? That's what Abel's Claw does. We actually don't just secure it, we make it consistent. We show you the impact on your business. KPI's so true. Enterprise Claw. And it runs on Dell today on the UV 10 that we were playing with yesterday. It runs on that today with the Nemotron 3 Super as well.

[B]

Okay, so you've integrated like Nemotron super, but you know we've seen kind of the, the Able platform, right? What kind of expanded capabilities outside of, you know, integrating those models. But for example, I love kind of blue is true and all kind of the acronyms and like sayings you have because it makes total sense. But now that you've got kind of the Nemo Claw you have is it Able Claw Able Claw. We all got claws baby, we all got claws. But now you have Abel Claw. What, what features has that added in the platform to for someone maybe say it's at, I don't know, a data scientist at like T Mobile for example. Like what would they see new in the platform with these advancements?

[A]

So it's how easily you can get to the different parts of the platform. Right. So the important part here is because we had already worked to how do we have business users when they use the platform conform to the IT requirements, right? Golden Data set, Golden Transform, consistent reuse. These are hard problems that to put in when we were solving for business users. Then we went to templates where the templates kind of standardized best practices for the enterprise and that's how the agents are so easy to make. Now what we did is when our claw is used, it's not just writing ad hoc code which no enterprise it will be okay with. It is actually conforming to all those seven years of hard work we did along with you guys for several years to make this enterprise ready. The constraints and the controls we had on the business users now apply to the agents. So you're still initiating the creation of the agent just like you would do with OpenCloud. But the difference is it is actually using the enterprise standards, enterprise governance, consistency. So experience even simpler. You don't even have to go to the template, just ask the question, it figures the rest of it out and then comes and says is it okay if I do these three things? You say yes, it's good to go.

[B]

Okay, so if you're not familiar with Able, the templates make it super easy. Like the what is changed or you know any, any of those are already pre built basically now with advancements Nemo Claw, you know, Able Claw, all the whole thing, all the claws basically you don't even need those which is great. Like have you had any early. Last question. Have you had any early testing or any customers who have seen this, what do they do? I'm just curious, what do they. Don't say names or don't get in trouble.

[A]

I actually have permission.

[B]

Okay, well then tell me.

[A]

And it was using Dell too. This is the fun part. He didn't know about this by the way. That was not coordinated. So Baptist Health South Florida is actually doing this with Delp GB10 at the edge and with Nimbius Cloud at the cloud side. But they're doing. They didn't talk about the exact details but the last thing they did with us was around patient rescheduling now they're moving to long running agents trying to figure out how to be much more efficient about serving their customers. But that shift to long running agents, you're going to see that enterprise after enterprise because just transactional agents don't create as much value as an agent that has awareness of the context, is working on the time and then you can chat with it and adjust it. So Baptist Health was one of the earliest adopters and it was on Dell.

[B]

I love it. It makes me very happy when people are using Dell. So that's it. Urjit always appreciate the time. For those that don't know where can they come to get a demo to learn more about not only here at GTC but like, you know, website, all

[A]

of that easiest is come to able.com that's a I B L E dot com or come find us at this booth which is 3102 at the GDC.

[B]

All right, you've heard it first. There's claw enabled. It's going to be great. I love it.

[A]

But our claws have protections on them.

[B]

Yeah, well, their claws, they have rubber bands on their claws. The crustaceans have rubber bands. We're getting a little delirious. So with that, Logan Abel, GTC 2026. We're out. This podcast was produced in partnership with Amaze Media Labs SA.