George Touryliov ✔’s Post

Deploying #AI at scale can be a challenge for enterprises. At Capital One, they’re guided by a set of best practices and platform standards which boil down to 4 principles others can use to successfully achieve #AI at scale. Check out all 4 here! https://bit.ly/49Bcy9E (Sponsored)

While the details will vary, there are 4 common principles that help companies to successfully deploy AI at scale.

Scaling AI platforms today is reminiscent of the dot-com boom of the late 90s. Back then, businesses rushed to stake their claim on the digital frontier without fully understanding the technology or its potential. Similarly, many companies now are hastily scaling AI platforms, driven by the fear of being left behind rather than a clear strategy. This frenetic pace often overlooks the essential foundation of robust data practices and governance. Just as the dot-com bubble burst from unsustainable growth, will AI's rapid expansion lead us to another inevitable reckoning? It's a bold gamble. Are we learning from past mistakes, or repeating them with more sophisticated tools? https://lnkd.in/gJC-cb3Y

Scaling AI: Platform best practices #AI #AIinfrastructure

Are your legacy systems holding you back? Research shows that outdated infrastructure severely hinders businesses’ ability to adopt new technologies like generative AI. However, with 80% of companies recognising GenAI as key to modernising their applications, it’s clear that leveraging platforms to transform outdated systems is essential. Gen AI guides the migration process, ensuring that new frameworks are robust, efficient, and aligned with business needs. #GenAI #Modernisation #IT

Enterprises are shifting to advanced, scalable platforms to deploy and evolve AI, as highlighted by Capital One's focus on user-centric design and multi-tenant control planes. This approach is transforming how companies manage and scale AI, improving efficiency, collaboration, and accessibility for teams across the organization. Adopting these strategies will enable businesses to stay ahead in the AI race, driving innovation and unlocking long-term competitive advantages. #BusinessGrowth #AI

In his latest Forbes post, Tray.ai CEO and founder Rich Waldron explains how enterprises can successfully achieve a manageable and scalable AI implementation strategy: ⚖️ Adopt a platform that can become the control center for end-to-end business processes where precise decisions can be made about where and how to infuse AI for the best business outcome 🧩 Build with a composable mindset to create more agile, flexible and efficient AI systems that can be quickly assembled and deployed to address evolving business needs. ✅ Run self-evaluations on historical data and identify when the organization is in beta on real-time AI processes. 🌐 Stay nimble and avoid committing to any one AI vendor. Check out the full post below. https://buff.ly/46Cen4F #ipaas #AIimplementation #integration #AI #automation

🚀 Exciting News! Clarifai has just released a comprehensive guide addressing the top challenges in deploying AI at scale. This guide outlines key pillars to support effective adoption of AI technologies, optimize value, and mitigate risk. 🔹 Centralized Resources: Simplify AI engagement with standardized templates, workflows, datasets, governance, and observability. 🔹 Run Any Model, Reliably: Foundation models, LLMs, vision models, text-to-speech, multimodal - you name it, we run it! 🔹 AI-Ready Unstructured Data: Seamlessly integrate and prepare your data for AI applications. 🔹 Security Controls: Protect your IP and customer data with robust access controls. 🔹 Compute Anywhere Capabilities: Deploy AI anywhere, from SaaS to on-prem, scaling effortlessly. Stay ahead in the AI game with Clarifai! 🌟 #AI #MachineLearning #Clarifai  https://lnkd.in/g5T4J2Ta

🛤️ AI is at a pivotal moment in enterprise adoption. While many organizations have integrated AI through basic features and pilot programs, we are now observing a significant shift toward deploying AI at scale across core business operations. As AI-powered features become the new standard and Work-as-a-Service (WaaS) emerges, businesses are reimagining their processes for an AI-driven future. Success hinges on strategic integration, secure deployment, and partnerships that deliver tangible business value. At TWO, we help companies navigate this transition with tailored full-stack solutions that enable next-generation AI experiences at scale. Read more: https://lnkd.in/g3zgFSb7   #EnterpriseAI #SUTRA by TWO.AI

Multi agents is a big thing and for me why AI matters. And if we can simplify how business AI, perfect. Today I came across an article about Sema4 AI. Sema4 AI is revolutionizing how businesses leverage artificial intelligence by enabling users to deploy AI agents in just minutes. With a focus on accessibility and speed, Sema4 empowers non-technical users to integrate AI into their operations, driving innovation and efficiency. This democratization of AI is a game-changer for businesses of all sizes, bridging the gap between technology and practical application. AI isn't just for developers anymore – it's for everyone. #AI #Innovation #BusinessTransformation #ArtificialIntelligence #TechRevolution #DigitalTransformation #Efficiency #BusinessGrowth #AIForEveryone https://lnkd.in/dqajDE3Q