The Ravit Show

Ravit Jain

The Ravit Show aims to interview interesting guests, panels, companies and help the community to gain valuable insights and trends in the Data Science and AI space! The show has CEOs, CTOs, Professors, Tech Authors, Data Scientists, Data Engineers, Data Analysts and many more from the industry and academia side. We do live shows on LinkedIn, YouTube, Facebook and other platforms. The motto of The Ravit Show is to the Data Science/AI community grow together!

  1. 1d ago

    Why Enterprises Are Struggling With AI: HFS Research and Altimetrik Explain What’s Missing

    Only 17% of enterprise executives say they have clear clarity on their AI strategy!!!! That is from a survey of 500 leaders at Global 2000 companies. I spoke at Dreamforce with David Cushman, Executive Research Leader at HFS Research, and Gurvinder Singh Sahni, CMO at Altimetrik on The Ravit Show, to talk about what that gap actually looks like!!!! What we covered: - The shift at Dreamforce itself. Service providers used to dominate the floor. This year the attention moved to AI labs, AI infrastructure, and the interaction layer. Dario Amodei and Jensen Huang were in the room. - Enterprise leaders are still confused about pricing models, and there is a real distance between where most companies are today and where Salesforce's vision sits. - The legacy problem nobody wants to talk about. If your digital transformation is half finished, you cannot layer advanced AI on top of it. The foundation has to get sorted first. - The theme of this phase is the harness. Control, governance, cost management, protecting enterprise margins. Making sure AI delivers results safely. - Human at the helm, rather than human in the loop. David's point stayed with me. In the loop puts the human under the machine's control. At the helm means the human directs, decides, brings creativity, and stays accountable. Salesforce's responsible AI work uses the same framing. Advice for leaders from both of them: David said leaders have to use these tools themselves, daily. Without hands on experience you cannot see where AI actually fits in your organization. Gurvinder said the same from the practitioner side. Equip your own teams first with ChatGPT, Claude, Gemini. You cannot authentically guide clients on something you have not done yourself. And the goal is augmentation. Efficiency per person, revenue per employee, human capability extended rather than swapped out. Thank you David and Gurvinder for a great conversation. #dreamforce #salesforce #agentforce #altimetrik #hfsresearch #ai #enterpriseai #theravitshow

  2. 4d ago

    How Salesforce and Altimetrik Are Helping Huntington National Bank Scale AI

    DREAMFORCE last week was a blast!!!! Most AI agent projects fail for the same reason. The foundation was not ready. That came through clearly in my Dreamforce conversation with Jyoti Chaudhary, Global Head of Salesforce Practice at Altimetrik, and Jeff Sneeringer, Service Delivery Director at Huntington National Bank. What we covered: - Salesforce is unifying its AI strategy across the ecosystem, pushing AI into Cloud, Slack, and Microsoft Teams so it sits inside the conversations people are already having. - Regulated industries are moving away from custom code. Banks want turnkey configurations they can stand up fast and see value from, for customers and for internal teams. - Salesforce is shifting from a system of engagement and record to a system of action and intelligence. Agentic capabilities, agentic frameworks in Marketing Cloud, and developer efficiency through Cloud Code. - On deployment, Jyoti made the case for a phased approach. Get the data layer, automated workflows, and semantic layer right first. Understand your business processes and KPIs before you build an agentic roadmap. 2 pieces of advice for leaders: Prepare for headless and omnichannel. Surface your tools wherever people work, simplify the workload, and chase ROI over cost savings. Take responsible AI engineering seriously. Your practitioners need to understand compliance, regulation, and what sustainable looks like as this moves fast. Full interview below. Thank you Jyoti and Jeff for a great conversation. #dreamforce #salesforce #agentforce #altimetrik #ai #aiagents #banking #theravitshow

  3. 5d ago

    From AI Pilots to Production: How Salesforce and Altimetrik Are Scaling Agentic AI

    Last week Dreamforce was a blast!!!! 2024 was the year of AI pilots. 2025 was the year agents went into production. 2026 is about scaling them. That framing came up in my Dreamforce conversation with Vala Afshar, Chief Digital Evangelist at Salesforce, and Gurvinder Singh Sahni, CMO at Altimetrik on The Ravit Show. Some numbers from the discussion: Dreamforce 2026 brought 50,000 people in person from 150 countries, with 10 million tuning in for the keynote. The event generated over $100 million for the San Francisco Bay Area economy and supported 60,000 local jobs. Across 400 early adopting companies studied over 15 months, average agent usage grew from 5 to 15, deployment time dropped to under a week, and utilization went up 4x. What stayed with me: Vala called AI the most important technology of our lifetime, the electricity of the 21st century. The pressure on businesses now is to actually become agentic enterprises, not just talk about it. The hard part is what comes next. Going from dozens of agents to hundreds or thousands turns governance, security, compliance, accountability, and trust into the real problem to solve. On keeping up with the pace, the advice was to stay a beginner. Ask questions, be radically transparent, and build a culture where people can experiment without fear of being blamed when something does not work. And none of this happens alone. Strong engineering partnerships and ecosystem collaboration, like the one between Salesforce and Altimetrik, are what make these transformations land. Full interview below. Thank you Vala and Gurvinder for a great conversation. #dreamforce #salesforce #agentforce #altimetrik #ai #aiagents #enterpriseai #theravitshow

  4. Oct 1

    What Is CUBIG? The AI-Ready Data Operating Layer

    Most companies don't have a data problem. They have a data readiness problem. They already have plenty of data. What they don't have is data an AI task can actually use. I sat down with Ho Bae, CEO of CUBIG on The Ravit Show, to talk about what it takes to make enterprise data ready for AI. Here are my takeaways: 1. Having data and having AI-ready data are 2 different things. The right information may already be in your systems, but it often needs to be prepared, changed, or validated before AI can use it. 2. "AI-ready" depends on the task. Data isn't ready in general. It's ready for a specific job. 3. Real enterprise data is messy in ways sample data isn't. Circuit IDs, project codes, and node names only make sense because of how they connect inside the business. 4. Removing too much data can break the AI. If you strip out the relationships, the model can't tell that 2 records belong to the same asset or event. 5. The answer should come back inside the workflow. LLM Capsule sits inside the tools teams already use and returns results with the real business values, ready to act on. 6. You can keep your current model. The model stays your choice. The data layer around it is what changes. 7. Start with 1 blocked AI task, not a product checklist. Know what you want to run, what's stopping it, and what success looks like. Ho also walked through a live demo, showing how 2 network alerts get traced back to the same device without the model ever seeing the original device name. If your AI works on sample data but struggles on real data, this one is worth your time. CUBIG will also be at Oracle AI World 2026 in Las Vegas, October 25 to 28. #data #ai #enterprisedata #dataengineering #genai #llm #cubig #theravitshow

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About

The Ravit Show aims to interview interesting guests, panels, companies and help the community to gain valuable insights and trends in the Data Science and AI space! The show has CEOs, CTOs, Professors, Tech Authors, Data Scientists, Data Engineers, Data Analysts and many more from the industry and academia side. We do live shows on LinkedIn, YouTube, Facebook and other platforms. The motto of The Ravit Show is to the Data Science/AI community grow together!