From months to minutes — AI Agents that design, test, and optimize in real time. The design cycle is broken — too slow, too costly, too risky. At BytEdge, we’re building the fix: Agentic AI — real-time AI copilots for engineers. From BrakeAgent to FrameAgent, our self-evolving AI Agents cut design time by 50%, reduce failures by 95%, and save 35%+ in cost. The future of engineering isn’t manual — it’s machine-assisted, data-driven, and continuously learning. #AgenticAI #BytEdge #DigitalTwin #AIinEngineering #Innovation

Still think AI’s replacing agents? It's not. Real estate is evolving and AI is part of the next chapter. The agents leading today are letting tech handle the heavy lifting. At Wayscape, we strive for agents to move faster, think sharper, and connect deeper. #Wayscape #AgenticAI #FutureOfRealEstate #PropTech #SmartRealEstate

The Kentucky Transportation Cabinet, in collaboration with Gresham Smith, has launched an AI chatbot to streamline access to planning and design policy guidance. Discover how this innovation could transform efficiency in transportation design at the link below! bit.ly/47cHHPQ #ai #kentucky #roadsandbridges

The Hidden Architecture Behind Great AI Every breakthrough you see in AI, from copilots to autonomous agents, is built on invisible building blocks. These aren’t magic models or secret APIs. They’re the atoms of intelligence: how systems learn, remember, reason, and self-correct. Over the next few months, I’ll explore these layers, one at a time, from simple foundations like supervised learning to complex intersections like self-improving agents and feedback-governed autonomy. We’ll learn how small capabilities, when combined, create real moats, the kind of combinations that separate demos from durable systems. It’s not just about how AI works. It’s about how it grows, aligns, and earns trust. Welcome to AI Building Blocks → Combinations That Matter. A journey to understand not just what AI is, but how to build it right. #AIandYou #AILeadership #BuildingWithAI #AgenticAI #Innovation

At Caregence, we’re redefining healthcare with intelligent, secure, and scalable AI solutions. From autonomous agents handling specialized healthcare tasks to real-time predictive analytics and explainable AI, we help organizations unlock efficiency, precision, and trust at every step. Because excellence in healthcare deserves AI that’s built for it. #Caregence #AgenticAI #AIinHealthcare #HealthTech #ArtificialIntelligence

The evolution from generative AI to agentic AI systems represents a fundamental shift in value creation and measurement. - Critical metrics for agentic systems include: - Autonomous decision-making rates and accuracy - Self-correction capabilities and learning velocity - End-to-end workflow completion without human intervention - Cross-system orchestration effectiveness - Time to optimal performance in new domains https://lnkd.in/dytA7n6x Davy Cielen, Christian Hitz, Dr. Mario Gellrich, Karen Elliott, Alexander Walter, Marco Schwarzenbach, Alexandre MARTIN,  Franco MANFRÉ, Dana Malcova, Yanick Fischer, Minhaj Mohamed, Dean McKeown, Bruno Versaevel, Karen Elliott, Alexandre MARTIN, Kapil Kumar Verma, Sophie Perrault, Renée Reijers, Jeannine Ameri Wanner, Nicolas Mayer, Prof. Dr. Ingrid Vasiliu-Feltes, DWARAKANATH AGARA RANGANATHARAO, Sarah Sinclair, Ian Davey, Stéphane Demarquette, Heiko Höfer, Bruno Lussato, Saravanavel Subramanian #AIROIMeasurement #AgenticAI #ManufacturingAI #AIBusinessValue #BAIWinterSchool

As we dive deeper into the world of Agentic AI, it's fascinating to see how its architecture is evolving. According to a recent article by Markovate, the core components of Agentic AI systems are designed to work in tandem, allowing these systems to perform actions autonomously towards specific goals. This is a significant shift from traditional AI models, which often require more human intervention. But here's where I find myself asking: is this just hype? The promise of AI that can make decisions and take actions on its own sounds incredible, but how do we ensure these systems are making the right choices? The decision-making processes behind Agentic AI are complex, and understanding them is crucial for anyone in our industry. Moreover, as we explore the key characteristics of these systems, we must consider the implications of relying on AI agents as foundational elements. Are we ready to trust these systems with critical decisions? What safeguards are in place to prevent potential missteps? As we continue to discuss and share insights on Agentic AI, I encourage my peers to engage in these conversations. Let's not just accept the narrative but critically analyze the potential risks and rewards. What are your thoughts on the current trends in Agentic AI? Are we moving too fast, or is this the future we’ve been waiting for? ##AgenticAI #AIArchitecture #DecisionMaking #TechTrends #AIInsights #NeonCollar

Great session on AI in fleet management! I was especially intrigued by how AI can take standard FMIS exception reports to the next level—automating data audits and uncovering insights faster. It really got my analytical gears turning about using AI to scan fleet, fuel, and accident data to pinpoint exceptions and build smarter action plans in real time. FMIS platforms need to add this capability—and I’m proud that RTA is already exploring it. #FleetForward #FMIS #AI

🚘🤖 AI copilots are redefining how humans and machines collaborate on the road — not replacing drivers, but empowering them through empathy, data, and real-time intelligence. Japan’s mobility industry is leading this human-centered AI revolution. Read in EN/JP 👉 https://lnkd.in/dHCmBfpU #AICopilot #HumanAICollaboration #MobilityInnovation #JapanAutomotive #SmartVehicles #EdgeAI #UXDesign #Recruitment #LinchpinConsulting

🚦 𝗠𝗼𝗯𝗶𝗹𝗶𝘁𝘆 𝗧𝗲𝗰𝗵 𝗨𝗽𝗱𝗮𝘁𝗲 𝟮𝟬𝟮𝟱 Innovation is driving the next generation of traffic management and ITS solutions — integrating monitoring, reporting, forecasting, and decision support into one intelligent ecosystem. Powered by AI, machine learning, and real-time data, our latest software enables transportation professionals to make smarter, data-driven decisions and optimize traffic flow for safer, more efficient mobility. 💡 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿 𝘄𝗵𝗮𝘁’𝘀 𝗻𝗲𝘄 𝗶𝗻 𝗼𝘂𝗿 𝗹𝗮𝘁𝗲𝘀𝘁 𝗿𝗲𝗹𝗲𝗮𝘀𝗲 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀: https://lnkd.in/ezsWNJBe #GuardiansOfMobility #MobilityTechUpdate #MobilityForHumanity #AIinTransportation