Episodit
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Building AI Assistants and Agents for mission-critical enterprise applications presents challenges related to accuracy, security, and explainability. An effective end-to-end Retrieval Augmented Generation (RAG) platform can mitigate AI "hallucinations," reduce bias, and ensure high-precision, contextually accurate outputs. This enhances compliance with copyright standards and delivers consistently trustworthy results. Robust security measures, including access controls, defenses against prompt injection attacks, and adherence to SOC2 and HIPAA compliance requirements, are essential for protecting sensitive data. Additionally, explainability for results and actions aids compliance, simplifies troubleshooting, and builds trust in AI-driven applications.
Such a platform should offer sophisticated capabilities, extending beyond basic vector search by combining semantic and lexical retrieval, advanced reranking, real-time updates, and flexible user-defined functions, while remaining easy to use through a simple API. This empowers developers to build high-performing AI-driven applications without needing deep expertise in complex RAG systems. By integrating a plug-and-play RAG solution, enterprises can lower costs, simplify custom solutions, and benefit from ongoing model and infrastructure updates, all while maintaining compliance and scalability through flexible deployment options like SaaS, on-premises, or VPC hosting. Learn more on this episode of DM Radio!
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It's that time of year again, when the ghosts and goblins of failed data projects haunt executives around the world! And for the first time in years, we hear from Vincent Price Kavanagh, who tells tales of horror in the data world! The miser of all things data also spoke with a veritable IT Super-Heroine, whose name literally stems from the Taj Mahal and an ancient Mesopotamian Goddess, none other than Mimi Shalash of Splunk! The two dove into the dark and scary world of downtime caused by hackers and hacks... or sometimes, by ghosts in the machines! Learn more, if you dare, on this episode of DM Radio!
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Everyone loves a good highlight reel! But unless you're a real pro in the editing booth, getting that perfect pitch takes serious time and effort. Those days are now officially over, at least for the Liverpool Football Club! They're now using Wasabi AiR to supercharge their video editing prowess! The legendary club's massive global fan base will have even more to crow about now, as the outfit's editors have the tracks greased for rapid-fire creation of amazing content.
Learn more on this episode of DM Radio as Host @eric_kavanagh interviews Liverpool SVP of Digital, Drew Crisp, and Wasabi CMO, Michael Welts!
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In this episode of DM Radio, host Eric Kavanagh dives deep into the cutting-edge world of reverse ETL and data orchestration. Discover how Airbyte is revolutionizing enterprise data movement, enabling organizations to seamlessly integrate data between their data warehouses and operational systems.
Hear from industry expert Michel Tricot, the founder and CEO of Airbyte, as he discusses the transformative power of reverse ETL. Learn how Airbyte's innovative platform can streamline data flows, improve data quality, and ensure real-time data synchronization.
In the bonus segment of DM Radio, Sandesh Gawande of iceDQ sheds light on the often-overlooked importance of data quality testing in ETL processes. Discover how his five-tiered approach can help ensure data integrity and accuracy throughout the entire data pipeline.
Don't miss this opportunity to gain valuable insights and stay ahead of the curve in the fast-paced world of data integration.
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The race is on! Who can train the best models fastest, and most efficiently? Massive amounts of data are needed, so getting the movement right makes all the difference. Register for this episode of DM Radio to learn how the fusion of High Performance Computing and Data Orchestration is fundamentally changing the entire arc of enterprise data movement.
Host @eric_kavanagh will interview David Flynn and Molly Presley of Hammerspace, along with Matthew Shaxted of Parallel Works. They'll discuss how a Global Name Space can overlay any data source, on-prem or in the cloud, thus creating a high-speed conduit right to the processors.
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Can a streaming data architecture really underpin a commercial bank? Short answer is yes! Check out this episode of DM Radio to hear how Citizens Bank is restructuring its entire information architecture to run on Kafka.
DM Radio Host @eric_kavanagh sat down with Anand Vijai and Sudhakar Gopal to learn how they’re using streaming data to reinvent the flow of information for the bank. Also in this episode, Ryan Wright of thatDot talks about the nexus of graph technology and streaming data, explaining how Advanced Persistent Threats can be tackled in a new and compelling way. Closing the episode, Sanjeev Mohan of SanjMo shares his insights on streaming versus batch data.
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Discover the transformative potential of streaming data platforms in this insightful episode of DMRadio. Join host Eric Kavanagh as he explores the latest advancements in data management with industry experts.
Confluent's Journey: Learn about Confluent's role in revolutionizing data infrastructure and the growing adoption of Kafka with Shaun Clowes, CPO of Confluent.
The Power of AI: Gain insights into how AI is reshaping businesses and the crucial role of streaming data in driving innovation with Shashi Mulay of EY.
Elastic's Approach: Discover Elastic's innovative solutions for combining search, analytics, and governance to unlock the full potential of data with Serena Chou of Elastic.This episode offers a comprehensive overview of the latest trends and technologies shaping the future of data management. Don't miss it!
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They said that Data Scientist was the sexiest job today, but what do *they* know? There are countless cool jobs in data these days! From engineers to analysts, across all industries, data pros are rocking! Find out more on this episode of DM Radio!
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The Generative AI revolution is transforming how organizations operate, unlocking new use cases across industries and employee workflows. However, challenges such as security, legal compliance, and demonstrating return on investment (ROI) hinder widespread adoption. One approach for solving some of these issues uses a security orchestration layer, enabling organizations to confidently connect any data source with any generative AI model. This approach lets businesses leverage the power of GenAI while maintaining control and confidentiality.
Check out this episode of DMRadio to learn more as Host @eric_kavanagh interviews Oz Wasserman of Opsin. They'll discuss how retrieval-augmented generation (RAG) can be used to optimize the outputs of Large Language Models (LLMs). Combining contextual information with ongoing improvements in foundational models, RAG delivers superior results, ensuring organizations achieve tangible ROI with GenAI investments. Security features like role-based access control (RBAC), auditing, and anonymization can be used to safeguard data privacy and enhance security.
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The legendary database guru Dr. Michael Stonebraker said nearly 20 years ago that "one size does not fit all." He was talking about database modes, and was pushing Vertica back then, a column-oriented database that was purpose built for analytics. Today, there are hundreds of databases on the market, including multi-modal databases that enable different architectures on the same foundation.
Check out this episode of Future Proof to learn more as Host @eric_kavanagh interviews Avthar Sewrathan of Timescale DB!
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Everyone keeps talking about data governance these days. And luckily, it's more plausible than ever! But what are the component parts of a data governance program? How do you develop a plan, and then execute? Find out on this episode of DM Radio! Host @eric_kavanagh speaks to veteran Data Governance leader, Jarrel Jimmerson, and Athena Solutions Consultant, Aaron Wilson!
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Make no mistake: AI will change everything in enterprise computing. Managing that disruption effectively will require an open mind, lots of insights, a deep understanding of your existing systems, and a flexible strategic roadmap. How big a deal is it?
Check out this episode of DM Radio to find out! Host @eric_kavanagh will give a presentation, then interview several guests, including Mike Vanca of SmartAction, Dave Duggal of Enterprise Web, and Amir Hartman of Praxis AI.
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Ask a good question, get a trustworthy answer! That's the promise of the latest tech in the AI/LLM space. Using "anchors of truth" via embeddings, combined with clear citations for the answers provided, this platform is revolutionizing the entire Decision Support industry.
Check out this special episode of DM Radio to learn about the long-sought fusion of unstructured and structured data for Analytics. Host @eric_kavanagh will be joined by Athena Solutions CEO Alex Kangoun, and Field CTO Ryan Welsh of Qlik. They'll each deliver 10-min presentations on the subject, followed by our weekly radio show.
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The leap to quantum computing can seem incredily daunting because it represents a dramatic shift in enterprise technology. Just as GenAI took the business world by storm, so too will quantum, but with deeper implications. The big questions are when and how. One company that understands the nature and significance of quantum's potential is Spectral Capital. Led by CEO Sean Brehm, a serial innovator in Blockchain and Authentic Intelligence, this firm is building a Quantum Bridge Program to pave the way for companies to leverage this powerful tech.
The bridge isn't just about cost; it's about access and adoption. This includes leveraging classical computing hardware, quantum-inspired algorithms, and hybrid systems. By focusing on practical applications and lowering barriers to entry, Spectral Capital ($FCCN) aims to accelerate the quantum revolution and bring its immense potential within reach.
Register for this special episode of DM Radio to learn about:
* The material science that underpins Quantum
* What kinds of challenges Quantum will solve
* The component parts of the Quantum Bridge
* How organizations can get started now -
Make storage sexy again! With the explosion of data, storage issues have become more critical than ever.
Join us for this episode of DMRadio as we delve into the world of data storage with industry legend Eric Herzog of infinidat. Discover the secrets to achieving robust cyber storage security, unparalleled performance, high availability, and rock-solid reliability. Don't miss this deep dive into the future of data storage technology!
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Any AI solution will only be as strong as its foundation. That's because the architecture for AI has many moving parts, any one of which can throw a wrench in the works. There's the training pipeline, the inference pipeline, the models, the feedback and more. Solving the data challenge with unified access can go a long way, especially if security and governance are baked in. You still need to choose the right engine, and these days there are more choices than ever.
Find out how some of the biggest companies in the world are addressing these issues on this special episode of DM Radio! Host @eric_kavanagh will be joined by Starburst CEO and Co-Founder Justin Borgman, along with Estuary Co-Founder David Yaffe, and special guest Vrashank Jain of Dell. The show will start with a 10-min presentation by Starburst about the ideal information architecture for AI, followed by a lively roundtable discussion.
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They’re small, powerful and remarkable agile. They can reconcile based upon dynamic feeds of data. And they promise to revolutionize computing. But how will they be managed? Optimized? Audited? That’s what the folks at August Data are working on! Check out this episode of DM Radio as Host @eric_kavanagh interviews Dave Brewster!
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The pace and scale of modern business puts traditional data architectures on their heels. To keep user-facing apps running smoothly, companies need a new way to observe and address critical issues. That's the focus of Apach Pinot, an open-source distributed database specifically designed for real-time analytics. It excels in providing low-latency query responses even at high throughput, making it ideal for scenarios where immediate insights from massive amounts of data are essential. How does it work, and how can it help you?
Check out this episode of DM Radio to find out! Host @eric_kavanagh will interview Kishore Gopalakrishna of StarTree, and Hyoun Park of Amalgam Insights.
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My, how times have changed! In just 10 short years, Kubernetes has grown from an aspirational open-source project into a full-blown enterprise juggernaut. Many an enterprise software vendor went back to the drawing board to refactor their solution to run via containers. And with cloud nativity now a strategic enterprise goal, it's safe to say that K8s is here to stay.
What does this mean for your organization? Check out this episode of DM Radio to find out! Host @eric_kavanagh will speak with Murli Thirumale of Pure, whose company just published a report on this phenomenon, The Voice of Kubernetes Experts Report 2024.
Findings include:
* Over the next 5 years, 80% of new applications will be built in cloud-native platforms;
* 86% of organizations are choosing to build in hybrid cloud;
* More than half (58%) of organizations plan to migrate some of their VM workloads to Kubernetes, with 65% planning to migrate VM workloads within the next two years;
* 96% of respondents state they already have platform engineering teams to increase the scalability and flexibility of their apps. - Näytä enemmän
