The intersection of M&A and AI, exploring how the DealRoom team developed AI capabilities and the practical use cases of AI in dealmaking. Discuss the evolving landscape of AI-driven M&A, the factors that make AI companies attractive acquisition targets, and the key indicators of success in this space. 

AI in M&A: Building, Buying, and the Future of Dealmaking

The world of MLOps is very complex as there is an endless amount of tools serving its purpose, and it is very hard to get your head around it. Instead of combining various tools and managing them, it may make sense to opt for a platform instead. Databricks is a leading platform for MLOps. In this discussion, I will explain why it is the case, and walk you through Databricks MLOps features.

MLOps with Databricks

At a packed Microsoft Reactor event in SF, CrewAI, LlamaIndex, and Lambda laid out how agents are quietly becoming core enterprise infrastructure. From scaling headaches to state management, cost tradeoffs to hallucination risks, this wasn’t a hype fest - it was a hands-on look at what it really takes to get agents into production.

Blueprints for the Agentic Era: Inside the Revolution Transforming Enterprise AI

This blog introduces GenV (Generative AI for Video Analytics), a practical Python-based agent designed to extract actionable insights from Google Meet recordings using multimodal AI. Built with tools like Google Colab, Google Cloud Storage, and Vertex AI's Gemini models, GenV automates the tedious process of summarizing meetings, identifying action items, and capturing key decisions. The workflow—Locate → Prepare → Analyze → Report—leverages structured Pydantic schemas to ensure consistent and useful outputs such as summaries, project discussions, and technical insights. The result is a powerful demonstration of how focused, agentic AI can streamline knowledge retrieval and improve meeting productivity, especially for professionals in AI and MLOps.

GenV: An Agentic Workflow for Actionable Insights from Google Meet Recordings

<h1>ALL THINGS AI AGENTS</h1>​Come to learn and see the freshest of fresh.<h2>May 28th at The Hibernia</h2>We’re bringing together the builders, researchers, and doers working on&nbsp;AI Agents in Production&nbsp;in the most lo-fi way possible.<h2>30+ campy booths with practitioners.</h2>Only engineers. No marketers.​We already got a great line-up including&nbsp;Boundary ML, Cleric, Saphira, Happy Robot, Pipeshift, Anthropic, Arcade, Falconer, Prem AI, Tadata and more.<img src="https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/some-file-39e282e0-812a-45ac-90da-fb200b01117e-1746830172336.png"><h2>​3 lightning talks&nbsp;by Experts from:</h2><ol><li data-list="bullet">​Databricks</li><li data-list="bullet">​Orkes</li><li data-list="bullet">​Tonic</li></ol><img alt="some-file-76254893-ce3e-4de6-81f9-2053ea2f5a65" src="https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/some-file-76254893-ce3e-4de6-81f9-2053ea2f5a65-1746830202607.png"><h2>Shout-out to our Sponsors for Supporting the Event</h2><img alt="some-file-7410ae16-2833-4744-b975-ebcd71b6abc5" src="https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/some-file-7410ae16-2833-4744-b975-ebcd71b6abc5-1746830310394.png">

AI Agent Builders Summit: World Tour Kickoff

🔥 Snowflake Mini Summit — Let’s Build for Real 🔥Mark your calendars: 🗓 Wednesday, April 23 🕔 5 PM UK timeWe’re bringing the heat with a Mini Summit you won’t want to miss. If you're building anything with ML, LLMs, agents, or just trying to wrangle data into something useful—this one’s for you.We’re diving into:<ol><li data-list="bullet">Real-world MLOps workflows (no BS, just stuff that works)</li><li data-list="bullet">How teams are using Snowflake, ZenML &amp; Featureform to scale fast</li><li data-list="bullet">What it takes to ship AI products in 2025</li></ol>Expect sharp insights, real talk, and zero fluff. Let’s get tactical, let’s get nerdy, and let’s level up!

Iceberg, MCP, and MLOps: Bridging the gaps for Enterprise

<h1>AI Agents: Talks and Virtual Roundtables</h1>We're on to our eighth bi-weekly Agent Hour as we continue the conversation about AI agents. Agent Hour Part #8 will kick off with 2 talks from <a href="https://www.linkedin.com/in/aditya-gautam-68233a30/ " rel="noopener noreferrer" target="_blank">Aditya Gautam @ Meta</a> &amp; <a href="https://www.linkedin.com/in/vamsisaladi99/" rel="noopener noreferrer" target="_blank">Vamsi Saladi @ Contour</a>. We'll of course wrap up with an interactive roundtable discussion.<h2>No fluff, just ideas that matter and people who are making it happen!</h2>

Agent Hour

AI systems don’t just need to be intelligent—they need to be reliable and resilient in real-world applications. This session brings together experts who have tackled the toughest challenges in AI deployment, from shipping production-ready LLMs to building fault-tolerant data pipelines.🔹 Breaking the Demo Barrier and Getting Agents Shipped – Learn how to make LLMs production-ready with structured prompting, dynamic routing, and error-handling strategies. Discover why JSON might be holding back your model's accuracy!🔹 Failure is Always an Option: What Apollo Can Teach Us About Resilient Data Pipelines – Take lessons from NASA’s Apollo mission to build resilient and self-healing data pipelines that won’t fail under pressure. 🔹 Modal: ML Infra That Does Not Suck – Building an application on the cloud doesn’t have to be painful—even when using GPUs and foundation models! This talk introduces Modal, the serverless Python infrastructure you didn’t know you always wanted.Whether you're working on AI-driven apps, data pipelines, or pushing the boundaries of structured outputs, this session will equip you with battle-tested strategies to take your AI systems from demo to deployment.Don’t miss out—join us live!

Building Robust AI Systems with Battle-tested Frameworks

At&nbsp;Nebius, we’re creating an&nbsp;AI&nbsp;Cloud&nbsp;— a&nbsp;cutting-edge cloud platform designed exclusively for AI&nbsp;practitioners. We&nbsp;provide seamless AI&nbsp;solutions accelerated by&nbsp;NVIDIA, popular MLOps tools and a&nbsp;scalable inference platform to&nbsp;support AI&nbsp;application development.Ready to&nbsp;meet the team behind it&nbsp;all?Join us&nbsp;at&nbsp;<a href="https://nebius.com/events/nebius-roadshow-san-francisco#map" rel="noopener noreferrer" target="_blank">Convene, San Francisco</a>, on&nbsp;Thursday, 13&nbsp;March, for an&nbsp;exclusive look into Nebius AI&nbsp;Neocloud, our cutting-edge platform designed for explorers and innovators.Whether you’re developing AI&nbsp;models, scaling ML&nbsp;workloads, or&nbsp;deploying AI&nbsp;applications, this is&nbsp;a&nbsp;great opportunity to&nbsp;connect with our developers, product experts, architects and some of&nbsp;our partners.What’s in&nbsp;store?<ol><li data-list="bullet">An&nbsp;insider’s look at&nbsp;Nebius architecture and development principles.</li><li data-list="bullet">Insights into the NVIDIA Blackwell Architecture.</li><li data-list="bullet">A&nbsp;deep dive into how we&nbsp;developed a&nbsp;Kubernetes operator for Slurm.</li><li data-list="bullet">Discover how test-time computation unlocks the potential of&nbsp;agentic systems.</li></ol>And much more!Plus, all attendees will receive&nbsp;free credits&nbsp;to&nbsp;try out our GPU Cloud Accelerated by&nbsp;NVIDIA and explore the new text-to-image functionality in&nbsp;AI&nbsp;Studio.Spaces are limited, so&nbsp;don’t miss out!&nbsp;Register now&nbsp;to&nbsp;secure your spot.

Nebius AI Cloud Unveiled. San Francisco Meetup

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