The Ravit Show

Ravit Jain
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Sep 3, 2025 • 10min

Bridging the Data Gap: How CData Unlocks the Full Value of Databricks

I caught up with Rahul Pahuja from CData Software to dive into how they’re helping enterprises unlock more value from their data inside Databricks — especially as companies push harder into AI and agentic workloads.Here’s what stood out from our conversation:🔹 Enhancing the Lakehouse for AIWhile Databricks positions itself as the Lakehouse for AI, Rahul shared how CData extends its reach by connecting Databricks to hundreds of live data sources — no heavy pipelines, no data duplication. That’s a game-changer for teams needing immediate access to siloed enterprise data.🔹 Activating the 70% of underutilized dataWith a large chunk of enterprise data still going unused for analytics, CData is stepping in to make that data accessible and actionable — all within the Databricks environment. It’s not just about integration, but about activation.🔹 Accelerating agentic workloadsWe also discussed the rise of agent-based systems. Rahul explained how CData helps feed real-time, dynamic data into these AI agents, allowing them to act and respond faster — and with better context — inside Databricks.🔹 Real-world tractionFrom major enterprises slashing integration timelines to faster AI-driven outcomes, Rahul shared success stories that really bring their value to life. The numbers were compelling.If Databricks is your AI foundation, CData could be the unlock to power it with all your enterprise data — fast.Appreciate the insights, Rahul — and hats off to the CData team!#data #ai #DataAISummit #Databricks #cdata #agentic #connectors #theravitshow
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Sep 2, 2025 • 11min

Build Data Access and MCP Connectivity for Agentic AI with CData

Spoke with Amit Sharma, CEO of CData Software, at the Data + AI Summit on The Ravit Show, and we dove into a critical but often overlooked topic: data connectivity for AI agents. With the rise of agentic AI, the old ways of integrating data just don’t cut it. Amit broke down why real-time, context-aware access is now a must — and how CData is helping lead that shift.We talked about:-- The Model Context Protocol (MCP) — a powerful new way to serve up enterprise data to LLMs and agents without building brittle pipelines-- Why CData’s approach to live connectivity is a better fit for GenAI use cases than traditional ETL-- Where agents are being adopted first, based on early traction with their MCP servers-- And the biggest misconception he sees: thinking that LLMs can work well without solving the data access problem firstIf you’re thinking about scaling AI agents across your enterprise, this conversation is worth a listen.#data #ai #DataAISummit #Databricks #cdata #agentic #connectors #theravitshow
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Sep 1, 2025 • 12min

Contextual Solutions, NucliOS, MathCo x Databricks

What does it really mean to be “agentic-ready”? On The Ravit Show, I had an insightful conversation with Aakarsh Kishore, Chief Product Officer at MathCo, at the Data + AI Summit, and we unpacked what that looks like in practice.We explored:-- Contextual solutions — and why understanding enterprise context is key to building AI agents that actually deliver value-- The concept of a “supercharged brain” — MathCo’s vision for decision intelligence that goes beyond dashboards and reports-- NucliOS — MathCo’s AI decisioning platform that plugs into the Databricks Data Intelligence Platform to help enterprises scale decision-making across teamsAakarsh also shared how the MathCo + Databricks partnership is shaping real-world use cases — and how they’re thinking about AI that’s both scalable and deeply enterprise-aware.#data #ai #databricks #DataAISummit #theravitshow
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Aug 31, 2025 • 9min

Rethinking Data Access Workflows for Scale

I had a great conversation with Steven Touw, CTO of Immuta, at the Databricks Data + AI Summit — diving deep into one of the most overlooked challenges in scaling AI: data access.We started with a key question — why are traditional request-and-approve workflows no longer working for modern data teams?Steve broke it down: with more users, more data sources, and faster decision cycles, manual processes create friction, slow teams down, and often lead to over-permissioning or shadow access.We explored how policy-based access control is emerging as the scalable, secure alternative — automating who gets access to what, under which conditions, in real time.Steve also shared how Immuta is helping enterprises balance flexibility and control — enabling faster AI development without compromising on governance, compliance, or data privacy.This shift in thinking is critical for any company looking to unlock the full value of their data while keeping it safe.Appreciate the insights, Steve!!!!#data #ai #DataAISummit #Databricks #immuta #agentic #connectors #theravitshow
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Aug 29, 2025 • 11min

Why One-Off AI Policies Don’t Work | Scalable Data Governance and more

GenAI didn’t just change how we work — it changed who has access to data. I sat with with Matthew Carroll, CEO of Immuta, at Data + AI Summit by Databricks, and we talked about one of the biggest shifts happening in data right now: everyone in the org is suddenly a data user — whether governance teams are ready for it or not.We covered:- How to scale governance without becoming a blocker- What happens when a marketing manager can chat with a database in plain English — and how to keep control without killing the magic- Why writing one-off policies for each GenAI use case is a fast path to chaos- And the real difference between self-service with guardrails vs just opening the floodgatesMatt had strong views on where policy management needs to go — and how Immuta is helping orgs strike the right balance between agility and accountability.Always a blast hosting, Matthew Carroll on The Ravit Show!!!!#data #ai #datasecurity #immuta #theravitshow
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Aug 27, 2025 • 10min

Breaking the Government Data Bottleneck: How AI is Forcing Public Sector Modernization

AI in the public sector isn’t just about innovation — it’s about trust, access, and doing it right. On The Ravit Show, I had the opportunity to speak with Chris Brown, Public Sector CTO at Immuta, at the Data + AI Summit — and we delved into what it takes to bring AI to government agencies without compromising on security or compliance.We talked about:- The reality of provisioning secure data access for AI when sensitive data and clearance levels are involved- How to move from manual approvals to automated, policy-based access — especially when “speed of mission” is non-negotiable- Real-world challenges like multi-classification data, contractor access, and inter-agency collaboration- And how Immuta is helping government orgs compress timelines while still meeting the strictest zero-trust requirementsReally appreciated Chris’s perspective — thoughtful, practical, and rooted in what government teams actually deal with.#data #ai #DataAISummit #Databricks #immuta #agentic #connectors #theravitshow
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Aug 23, 2025 • 16min

What does it look like when AI and data actually drive results in banking — not just pilots, but real innovation at scale?

That’s exactly what I explored with my friend Harveer Singh, CDO, CDO, Consumer and small business banking at Truist Bank on The Ravit Show!We kicked things off with Truist’s recent win — Innovation of the Year for Analytics and AI from American Banker. But the conversation went much deeper.We discussed: • How Truist is using AI to personalize banking across digital, retail, and SMB • The bank’s framework for scaling data-driven decision-making across the org • Exciting use cases in lending, fraud detection, and real-time contextual insights • How they’re supporting small businesses with smarter, more relevant data products • And why responsible AI governance isn’t optional — it’s built into the way they workHarveer brought such a grounded and strategic take on what’s really required to make AI deliver value inside a large enterprise — from culture to architecture to execution.hashtag#data hashtag#ai hashtag#snowflakesummit hashtag#theravitshow
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Aug 22, 2025 • 7min

Data Governance, Data Quality in the AI World

I had to catch up and chat with my friend Sarang Bapat, Director Data Analytics and Governance, Mitsubishi Electric Trane US on The Ravit Show to talk about three topics every data and AI leader is thinking about right now:We dove into some of the most urgent conversations happening in boardrooms and data teams right now: ➡️ What’s really holding back AI adoption inside enterprises ➡️ Why data governance is being redefined — and fast ➡️ How data quality and literacy are no longer optional in a GenAI worldThis wasn’t just theory — it was real, practical insight from someone who’s been in the trenches of AI enablement at scale.This one’s worth a listen if you’re navigating the intersection of AI, governance, and data strategy. 👇#data #ai #governance #snowflakesummit #theravitshow
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Aug 21, 2025 • 15min

AI has an ROI problem

Everyone’s talking about GenAI, RAG, and agents — but how much of it is solving real enterprise problems? Here at Snowflake Summit 2025, I spoke with Hema Raghavan, Co-Founder, Kumo on The Ravit Show — and this one cut through the noise.We talked about why: • Personalization isn’t a “nice-to-have” anymore — it’s the only way to cut through information overload • LLMs can’t do it all — and where they fall short for enterprise-grade predictive modeling • Many companies are still stuck using 20-year-old ML methods — and what’s holding them back • RAG is everywhere, but agents are changing the game — and exposing its limits • The future of enterprise AI lies in structured data — and how ignoring it is costing companies real ROIHema’s perspective is technical, clear, and refreshingly honest. This conversation wasn’t about trends — it was about what needs to change to make AI truly useful for business.#data #ai #snowflakesummit #kumo #theravitshow
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Aug 20, 2025 • 12min

Transforming the Real Estate Industry with Data and Predictive AI

How do you modernize an entire industry — not just with software, but with intelligence? That’s the story behind this conversation I had at Snowflake Summit 2025 with Andrew Albert from Left Main REI and Pranabesh Sarkar from Altimetrik.We unpacked a real-world digital transformation — one that starts with a business problem and ends with real estate professionals making smarter, faster decisions.Andrew spoke candidly about why a purpose-built CRM platform was essential for the industry and what led them to rethink how agents access and use data.Pranabesh walked us through how the team engineered a solution that pulls together multiple first- and third-party data sources — and how predictive AI now powers that unified platform.What stood out? This isn’t a generic AI story. It’s targeted, intentional, and already making a difference on the ground.We closed with reflections on what’s next — for the partnership and for the broader future of AI-driven decision-making in the real estate sector.If you care about turning data into action (not just insights), this is a conversation you’ll want to catch.#data #ai #snowflakesummit2025 #altimetrik #theravitshow

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