Macronomics, Inc.’s Post

"Vertical agents could very well be the next evolution of AI—domain-specific systems designed for depth, not breadth." - Jan Daniel Semrau, CEO, Ternary Capital For decades, SaaS has driven productivity and efficiency across sectors, but vertical AI agents are taking us to a new level. These agents are industry-specific and bring a depth of understanding that’s unparalleled. They’re like having a domain expert who can automate, solve problems, and adapt to the nuances of a particular field—all with the power of AI. Imagine the precision of an AI that doesn’t just know general workflows but understands your industry’s compliance, your regulations, and can integrate deeply into your processes. From healthcare diagnostics and compliance in finance to supply chain management in logistics—vertical agents don’t just assist; they become indispensable parts of workflows. The rise of these agents signals a shift toward more specialized, intelligent tools that align perfectly with industry needs. Where SaaS platforms optimized tasks across businesses, vertical agents target specific challenges, creating deep value and stronger industry connections. What do you think about this shift toward hyper-specialized AI solutions? Are we witnessing the evolution of the next tech frontier? #AI #VerticalAgents #FutureOfWork #Industry4.0 #SaaS #AIInnovation #TechTrends

Agents that adapt to the needs of your business.

iClerk AI Agents: The Future of Business Solutions As we move beyond traditional SaaS systems, AI agent systems are transforming how we approach business challenges. Unlike deterministic applications, open-ended AI agents aren’t limited by predefined boundaries – they can generate novel ideas, continuously evolve strategies, and adapt to dynamic environments. At the core of AI agents are concepts of autonomy, perception, decision-making, and action – all built on modules like profiling, memory, knowledge, planning, and integration with tools. These form the foundation of three key agent categories: ➡ Autonomous Agents: Operate independently ➡ Intelligent Agents: Learn and adapt over time ➡ Rational Agents: Make optimized decisions for the best outcomes From Knowledge Agents that organize and deliver insights, to Process Agents that automate workflows, to Integration Agents that synchronize systems – AI agents are redefining operational efficiency. These agents offer a competitive advantage for businesses, enabling seamless workflows, improved decision-making, and adaptive capabilities. Ready to evolve your business? Let's talk about the impact of AI agents. 📍 Learn more at www.iclerk.com ✉ Contact us at [email protected] #AI #ArtificialIntelligence #BusinessAutomation #WorkflowOptimization #AIagents

To win with AI, speed makes all the difference. New research from http://Tray.ai shows that while 58% of enterprises believe AI agents should move from prototype to production in 1-3 weeks, only 30% achieve this today. We’re changing that with Merlin Agent Builder. With Merlin Agent Builder, enterprise IT departments can deliver AI agents in record time, with no technical debt, thanks to: 🚀 Pre-built Agent Accelerators that cut development time. 🖼️ Visual workflows that eliminate coding bottlenecks. 🔒 Built-in governance that ensures enterprise-grade security. IT leaders, don’t let complexity slow you down. Deliver production-ready AI agents—faster and smarter. Discover Merlin Agent Builder. #AI #CIO #CTO #DigitalTransformation

It's an exciting day here at Tray! We've launched Merlin Agent Builder, which provides pre-built AI Agent accelerators(IT Ticketing, Knowledge Management, and Customer Support) that leverage our composable automation framework to enable rapid prototyping, iteration, and deployment of AI Agents. Merlin Agent Builder is designed to address the challenges of securing and managing dozens of SaaS app-specific agents and single-use case solutions by providing a SINGLE flexible and comprehensive platform for building AI Agents. If you want to try it out, register for one of our 1 hour AI Agent workshops: https://lnkd.in/gfjMhkz8, where a #Tray expert will co-build an agent with you.

🚀 AI agents are becoming essential for enterprises, but complexity often holds teams back. That’s why I’m so excited about the launch of Merlin Agent Builder at Tray.io! ⚡ ✨ With powerful features like: 🔹 Pre-built Agent Accelerators 🔹 Real-time data integration 🔹 Enterprise-grade governance Merlin Agent Builder makes AI agent deployment faster, smarter, and more scalable. 🤖📈 Proud to be part of a company that’s shaping the future of enterprise AI! 🌟 🔗 Learn more here: tray.ai

Since the last post (https://lnkd.in/g6T3hK5U), I have been getting questions about the two things: 1️⃣ Do you have a simple illustration of #AI becoming an infrastructure? 2️⃣ What is the significance of building an #AIOverlay platform instead of an AI platform? ▶ Imagine having the #GenAI layer between the customer interface and the business logic in the tech stack, as shown in the illustration. 💪 By positioning the GenAI layer between the customer interface and the business logic, businesses can leverage its ability to perform complex operations and deliver user experience-enhancing results. It's like having a powerhouse of AI capabilities right at your fingertips! ▶ To answer the second question about the significance of building an AI overlay platform, it is fitting to briefly touch upon the philosophy of life cycle thinking in product development. 👉 When developing new products for existing use cases, it's crucial to consider how they will integrate with brownfield deployments and other aspects, such as optimized lifetime and phasing out products in deployments without affecting businesses. 💪 AI overlays can help businesses integrate AI automation capabilities seamlessly and smoothly phase out old solutions without causing significant disruptions, such as downtime or steep learning curves. 🥇 Isn't it amazing how AI overlays can empower businesses with automation, cutting-edge tech, and significant cost savings, all without downtime? #AIOverlay #LifeCycleThinking #NewProductDevelopment

🚀Exciting news🚀 Today, Tray.ai launched the Merlin Agent Builder, and it’s set to redefine how enterprises build and scale AI agents. With curated templates for IT, customer support, and knowledge management, Merlin Agent Builder lets enterprises deploy production-ready AI agents faster than ever—all while integrating seamlessly across their systems. Check it out and see how we’re leading the AI agent revolution!

📣 Big news: AI agents without the constraints Why now? Research shows 41% of enterprises expect AI agents to power up to half of their core processes by 2025. But getting there isn’t easy — legacy platforms and single-purpose agents can’t keep up. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 𝐌𝐞𝐫𝐥𝐢𝐧 𝐀𝐠𝐞𝐧𝐭 𝐁𝐮𝐢𝐥𝐝𝐞𝐫. Built for enterprise IT teams, it’s the fastest, most flexible way to deliver production-ready AI agents without silos, technical debt, or vendor lock-in. With Merlin Agent Builder, you can: ✅ Rapidly deliver AI agents using Tray Agent Accelerators – curated templates for IT ticketing, knowledge management, and customer support. ⚡️ Build and scale production-ready agents faster than ever before. 🔗 Connect AI agents across your entire tech stack. 𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐝𝐢𝐯𝐞 𝐢𝐧? 📽️ Watch our Co-founder & CEO, Rich Waldron, explain why the Merlin Agent Builder is a game-changer for enterprise IT. 👀 Then take your AI strategy to the next level: https://bit.ly/466Awrx #AI #AIAgents #DigitalTransformation

86% of enterprises need to upgrade their tech stack to successfully deploy AI agents. Are you in the 14% that’s ready? Enterprise #IT leaders face a balancing act: - Integration complexity: 42% need 8+ data sources connected - Security concern: 53% of leadership consider this the top challenge to implementing their AI strategy - Big investments: 68% of enterprises are budgeting $500K+ annually for AI agent initiatives You're being asked to move even faster and we're all-in on helping you get there. Today we launched 🚀 Tray Merlin Agent Builder — the fastest, safest way to: ✅ Build and deploy production-ready AI agents ✅ Integrate them across your tech stack ✅ Deploy them in record time Want to give it a try? Join us for a workshop in January where you can learn to create your own agent using our Agent Accelerators to create a: knowledge agent, IT ticketing agent, or customer support agent :)