🌟 Why are RAG and AI Agents a must for your business? 🌟 In a world where AI hype is everywhere, many companies still struggle to see measurable impact. The key? Integration. By combining RAG systems, LLMs, intelligent AI agents, and AI orchestration, businesses can unlock real, sustainable value. 🔍 What is RAG? Simply put, it’s the bridge between your company's data and AI. It ensures that responses are accurate, real-time, and based on your unique knowledge base. 💡 With AI agents driving workflows and using real data, businesses gain precise, traceable actions. Ready to move beyond fragmented AI projects and embrace a unified, efficient solution? Learn more here: https://lnkd.in/dbDgeSR9 #TheFutureCats #InnovationConsultancy #AI #DigitalTransformation #RAG #LLMs

𝐘𝐨𝐮𝐫 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭 𝐰𝐨𝐫𝐤𝐬 𝐩𝐞𝐫𝐟𝐞𝐜𝐭𝐥𝐲... 𝐢𝐧 𝐭𝐡𝐞 𝐥𝐚𝐛. 🧪 But what happens when it meets the 𝐫𝐞𝐚𝐥 𝐰𝐨𝐫𝐥𝐝? 🌍 The difference between a 𝐜𝐨𝐨𝐥 𝐩𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐞 and a 𝐯𝐢𝐚𝐛𝐥𝐞 𝐩𝐫𝐨𝐝𝐮𝐜𝐭 isn't the model, it's the 𝐞𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧.🎯 At AvestaLabs, we've seen that rushing this step is the #1 reason AI initiatives fail, breaking user trust and introducing silent risks. 📉 This carousel breaks down the exact 𝐞𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧 𝐩𝐥𝐚𝐲𝐛𝐨𝐨𝐤 we use to build 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬 that deliver real business value. 📖 Dive deeper with the full article by my colleague, Naresh Tank, linked below. 👇 Article Link : https://lnkd.in/dzzKMTg7 Visit our website AvestaLabs : https://avestalabs.ai/ #AI #MachineLearning #AIAgents #ProductManagement #TechLeadership #AvestaLabs #Evaluation

🚀 The biggest challenge with AI agents isn’t building them—it’s making them behave reliably in real-world use. ⚠️ Too often, agents drift from system prompts, hallucinate answers, or respond inconsistently when conversations go off script. ✅ Parlant provides a structured, open-source framework where behavior is modeled through clear guidelines and adaptive journey mapping—ensuring agents remain precise, consistent, and resilient. 💡 Parlant simplifies the hardest parts of AI agent development and delivers conversation systems built for trust and scale. 🔗 Check it out 👉 https://lnkd.in/gVHFHvqu #AI #LLM #ConversationalAI #OpenSource #AIagents #GenAI #ArtificialIntelligence

🌍 𝐈𝐁𝐂 𝟐𝟎𝟐𝟓: 𝐄𝐱𝐜𝐢𝐭𝐞𝐝 𝐭𝐨 𝐒𝐡𝐨𝐰𝐜𝐚𝐬𝐞 𝐕𝐢𝐨𝐧𝐥𝐚𝐛𝐬’ 𝐋𝐚𝐭𝐞𝐬𝐭 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧𝐬 🚀 This year marks a big milestone for Vionlabs. We’ve moved up the stack with the launch of our new Portal, giving editorial, creative, and operational teams direct access to our in-house AI models through an intuitive application layer. Within the Portal, we also introduced Editorial Lab, powered by our AI Media Agent — delivering mood-aware editorial lists with 90%+ catalogue coverage and built-in collaboration tools that make curation faster, smarter, and more engaging. And that’s just the beginning. 👀 𝐖𝐞’𝐥𝐥 𝐛𝐞 𝐬𝐡𝐚𝐫𝐢𝐧𝐠 𝐬𝐨𝐦𝐞𝐭𝐡𝐢𝐧𝐠 𝐛𝐢𝐠 𝐚𝐭 𝐈𝐁𝐂 — 𝐚 𝐧𝐞𝐰 𝐰𝐚𝐲 𝐭𝐨 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐞𝐝𝐢𝐭𝐨𝐫𝐢𝐚𝐥 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐰𝐢𝐭𝐡 𝐜𝐫𝐞𝐚𝐭𝐢𝐯𝐞 𝐨𝐮𝐭𝐩𝐮𝐭𝐬. 👉 Reach out to book a demo at the link: https://lnkd.in/gBZ-xJZY #IBC2025 #AI #CreativeAI #multimodalAI

Being future-ready isn’t about trend-hopping or AI theater. It’s about building systems that absorb change without falling apart. What does that look like? - Flexible design systems: modular frameworks that adapt as modalities shift - The right innovation partners: teams immersed in the evolving stack, not just reading headlines - A culture of adaptability: where experimentation is built into your creative and product processes It also requires creative technologists who don’t just ask what’s possible, they build for what’s inevitable. Are you designing for what’s next, or just reacting to what’s now? Catch Daniel Hirsch’s full take on building with the future in mind → https://lnkd.in/eHFBu2Tz #EmergingTechnology #Innovation #AI #ArtificialIntelligence #AI

The distinction between ‘AI observability’ bolt-ons/retrofits and AI-native comes down to design intent: Retrofit helps humans react faster, whereas AI-native enables machines to act proactively with business context and intent. Check out this market survey on Network O11y tools by industry expert Andrew Green 👉 - https://lnkd.in/eGy9fPum #AI #Observability #NetworkIntelligence #AgenticAI Vijay Sivaraman Bhaskar Dutta Himal Kumar Canopus Networks

💥 Everyone talks about building with LLMs… But very few talk about the most important part → evaluating them. That’s where DeepEval comes in. It’s an open-source framework designed to make LLM evaluation structured, reliable, and production-ready. Why should you care? Because: 🔹 LLMs can hallucinate. 🔹 Business apps need trust, not just demos. 🔹 Evaluation = the bridge between “cool prototype” and “real-world impact.” DeepEval gives you: ✅ Hallucination detection ✅ Relevance & coherence metrics ✅ Easy integration into GenAI pipelines This is exactly the type of tool that will separate hype from real adoption in Generative AI. 👉 Check it out here: https://lnkd.in/gs5XEVQZ ⭐ If it excites you, give the repo a star & share with your team! 💬 Question for you: How are you currently evaluating your LLM outputs? (Manual review, benchmarks, or tools?) #GenerativeAI #LLM #AI #DeepEval #OpenSource #Innovation

“Just ask the question: Is this the best way to do it?” 💡 In Episode 8 of Winners Circle, Griffin Greenhouse Supplies shares how pairing smart technology with thoughtful strategy led to measurable improvements. With automated workflows and AI insights, the team increased efficiency, improved accuracy, and strengthened their ability to serve clients with speed and confidence. Discover the results of bold, strategic change: https://lnkd.in/euz_H5YP #AI #Automation #DigitalTransformation #WinnersCircle #Horticulture #GriffinGreenhouse #NexusTek

AI-powered virtual focus groups are reshaping qualitative research. Artificial intelligence enables gathering diverse opinions without geographical or time constraints. Automated moderation and transcription accelerate response analysis, while sentiment analysis and pattern extraction deliver deeper insights in less time. Having a solution that centralizes these processes simplifies data-driven decision making. Platforms like Syntetica and other AI tools provide integrated workflows for question generation, opinion clustering, and clear results visualization. By adopting these innovations, companies optimize resources and extend the reach of their studies, ensuring more agile and rigorous market research. https://ow.ly/Rlxx50WUZPc #AI #QualitativeResearch #VirtualFocusGroups #DataDriven #Syntetica

How are you balancing tech innovation and your daily operations? Artificial Intelligence (AI) has truly made a meteoric rise, going from Sci-Fi fancy to becoming a legitimate business mainstay. However, the allure of easy success using AI needs to be tempered by the realities of business needs, resource constraints, and the fluidity of the technological landscape. Curious how SMEs can leverage AI to grow without losing sight of what makes their business unique? Our latest blog breaks down how to use AI tools to drive efficiency, boost productivity, and still prioritize core business needs. Read more: https://hubs.li/Q03GqMz00 #AI #innovation #technology #IT #JonesIT