Skim AI Technologies’ Post

Your AI models are only as effective as the data they operate on. The quality and freshness of your data are crucial for optimal results. Remember: Bad Input -> LLM -> Bad Output, while Quality Input -> LLM -> Quality Output. Discover how Confluent elevates GenAI data to the highest quality level for your applications: #GenerativeAI #DataQuality #DataGovernance #MetadataManagement #AIApplications #DataStreaming #Kafka #Confluent #AIforBusiness #TechInnovation #DataIntegrity #AIpowered

2024 in preview: 11 things in enterprise technology to watch Some years are all about questions. Other years deliver answers. For enterprise technology, 2024 is likely to be about the answers to generative AI use cases, data strategy and ... @ldignan

This is so important - with the heavy focus on Generative AI in organizations, the IT fundamentals should not be overlooked. As Andi Mann indicates in the article, "many internal operations and basic functions of IT infrastructure turn out to be the 'picks and shovels' to power an AI gold rush." My recommendation is to make the most of the opportunities these new technologies offer and also keep a sharp focus on the core elements of a professional IT operation. #AIforgood https://lnkd.in/dSk4KfxK

As #AI technology evolves, it is having a permanent impact on how data is viewed, sourced, and maintained across its shortened life cycles. AI is becoming "stackable" and as it rewriting data #usecases for every industry. The demands for #MDM and #AIGovernance as part of a robust #datastack #architecture continue to highlight emerging, #innovative data-driven requirements. My continued thanks to Thomson Reuters Institute, Zach Warren, and Stephen Seemer for publishing my articles. There is also a short, supporting AI avatar video (produced using Synthesia) for this article available at https://lnkd.in/e26DMP-a.

Snorkel Flow update makes it easier to use enterprise data with Llama 3, Gemini AI

Unlock the Power of Integrated Data and AI for Your Business! Introducing Cloudera's Integrated Data and AI Exchange - the game-changing solution that empowers businesses to optimize their data-driven generative AI use cases. 🚀 With seamless integration of data and AI, this innovative platform revolutionizes how you harness the full potential of your information assets. Key features: -Streamlined data management and AI model deployment. -Scalable infrastructure to support growing data and AI needs. -Robust security and governance controls. -Customizable solutions tailored to your industry and use case. Elevate your business to new heights with Cloudera's Integrated Data and AI Exchange. https://lnkd.in/guADNK3Q #DataInnovation #AIOptimization #ClouderaAI #DataDrivenSuccess

Empowering enterprises to take LLMs from experimental projects to reliable, context-aware AI applications at scale - Tecton

Mosaic AI: Revolutionizing AI Deployment At the ongoing Data and AI Summit, Databricks unveiled exciting updates to its Mosaic AI platform, set to revolutionize the way we build and deploy AI systems. Key Enhancements Fine-Tuning Foundation Models: Mosaic AI now supports fine-tuning on proprietary data, making models more domain-specific and cost-effective. Enterprise AI Tool Catalog: A registry for AI tools, allowing organizations to share and reuse functions, model endpoints, and resources. AI Agent SDK: A new software development kit for building, deploying, and evaluating AI agents, simplifying the development of complex AI systems. Unified AI Gateway: A centralized interface for managing AI services securely and efficiently. These advancements highlight the shift towards compound AI systems, offering increased accuracy and efficiency. With features like Mosaic AI Model Training, Vector Search, and the Agent Framework for developing Retrieval-Augmented Generation (RAG) applications, Databricks ensures that organizations can fully own their models and data, enhancing retrieval performance and creating robust AI systems. #ArtificialIntelligence #MosaicAI #Databricks #MachineLearning #DataAISummit #RAG Read more: https://lnkd.in/g5ftNS8F

[Partner Content] With 53% of small businesses prioritising AI, getting your data AI-ready is critical. Oliver Gohl from AvePoint, who had explained how MSPs can help businesses leverage Microsoft 365 Copilot for better productivity while addressing data governance challenges. Want to know how to ensure your organisation’s data is ready for AI? Or how MSPs like The Instillery are making AI adoption easier for clients? Read the full article to discover key insights and real-world examples. #AI #DataGovernance #MicrosoftCopilot #BusinessTech #AvePoint

Today’s the day: We’re excited to announce Tecton 1.0! 🎉 With 1.0, we’re launching a major expansion of our platform that will change how you build smarter AI applications. Tecton already made it easier to compute, manage, and retrieve AI-ready features from raw data. Now, organizations need to productionize all kinds of AI context, including features, embeddings, prompts and more. Tecton 1.0 brings new capabilities that do just that: abstracting away the engineering needed to turn structured and unstructured data into richer context for both GenAI and predictive ML. This release is a huge milestone – both for us, and for every company productionizing AI. If you’re ready to start building smarter AI apps, this one’s for you. Get the details here! #AI #ML #GenAI #DataEngineering #ProductLaunch #MLOps