Michael Winkler’s Post

I never really warmed up to classic reporting. It takes a lot of time to create, and after the first few reports, it often becomes just another document people consume without much engagement. What I find particularly interesting is how AI Agents and Agentic Workflows have the potential to replace many traditional reports. Reports generated by AI agents are easier to create, much more dynamic and adaptive, and can surface previously hidden insights. #Observability #AIAgents #AgenticWorkflows #AIOps Read the details in my blog 'Agentic Workflows are Killing your Classic Weekly Observability Report' https://lnkd.in/de6vGxfv

Did you know that Liquidlogic AI is fully integrated with Customer Form Repository? 💭 Because Customer Form Repository governs the structure of forms within the case management system, this integration allows Liquidlogic AI to automatically populate responses into the correct fields, helping ensure consistency and save time for practitioners. Find out how Liquidlogic AI supports more efficient workflows across social care: https://ow.ly/TEJ650ZfBlW #AI #AIinSocialCare

If you are new to AI, the path should be simple. Do not start with advanced automations. Start with the basics: Understand what AI does Learn what each tool is best suited for Practice drafting low-risk outputs Build review workflows Connect usage to broker-aware standards That is the responsible starting point for licensed real estate professionals. The goal is not to use AI everywhere. The goal is to use it clearly, carefully, and consistently. Start with AI Basics for Agents at https://lnkd.in/gjx7vt8P. #AIForAgents #RealEstateAI #AITraining #RealEstateTechnology #GetAIAcademy

AI is reshaping self-storage, from streamlining underwriting to pinpointing optimal development sites. But here’s the reality: even the most advanced AI models are only as good as the data feeding them. In a sector driven by hyper-local market nuances, relying on broad, unverified inputs will only accelerate bad decision-making. True AI leverage starts with data readiness. Check out our latest piece to explore why accurate, industry-tailored data is the non-negotiable foundation for your AI strategy: https://hubs.li/Q04q1Mz60 #SelfStorage #CommercialRealEstate #AIinCRE #PropTech #RadiusPlus #DataReadiness

Two property managers can both say they use AI. That does not mean they are building the same future. One asks AI to summarise documents, draft emails and answer questions. Useful... But still one prompt at a time. The real shift happens when AI is built into the workflow itself. Meeting portals. Live agendas. Voting links. Quorum visibility. Maintenance tracking. Owner updates. Better records. That is where PropAI is focused. Not just using AI around property management. Building systems that change how the work moves. Property Management Powered by AI. #PropAI #PropertyManagement #CommunitySchemes #PropTech

𝗔 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝘀𝘁𝗼𝗽𝘀 𝘄𝗼𝗿𝗸𝗶𝗻𝗴. Now what? Do you start checking configurations? Review API responses? Trace data through every node? Or scroll through logs hoping something stands out? Troubleshooting complex workflows often starts with one question: Where should I begin? In Part 2 of our qibb AI Copilot Spotlight Series, see how qibb AI Copilot helps narrow the investigation by analyzing workflow context, identifying likely causes, and generating recommendations that help users move from diagnosis to resolution faster. ▶️ Watch the short walkthrough below. Learn more in the blog: https://lnkd.in/emWm7qRn See it live! Book a working session at IBC26:https://lnkd.in/ekNn8WbD Part 2 of the qibb AI Copilot Spotlight Series. #WorkflowAutomation #WorkflowOrchestration #Integration #ArtificialIntelligence #AI #qibb #qibbAICopilot

Most business owners spend more time calculating numbers than interpreting them. We’re changing that. Our latest feature, Quinny AI Prompt Suggestions, removes the "what should I ask?" dilemma. Just choose a category—like Solvency or Efficiency—and let Quinny AI provide the headline answer, the metrics, and the interpretation you need to move forward. See how to get decision-ready answers instantly: https://lnkd.in/gPXmpJeF #QNESoftware #SmartAccounting #DataDriven #QuinnyAI #TechForBusiness

AI is an accelerator. The question is: What is it accelerating? For family offices, the information is accessible, but the challenging is turning that information into informed action. As portfolios grow more complex, the conversation has shifted from visibility to control to decision-making. Data foundations, workflow design and adoption aren't secondary concerns - they determine whether AI amplifies your advantage or your inefficiencies. We explored this with Simple in a recent conversation on building a modern family office in the age of AI. Watch the full conversation on demand: http://ms.spr.ly/6043vxVyV #FamilyOffice #PrivateMarkets #WealthManagement #ArtificialIntelligence #AI

The biggest misconception about AI?  That the same model can understand every industry equally well. Every industry operates on different data, different regulations, different workflows, and different business logic. That's why organizations are moving beyond generic AI toward Custom AI Models built around their own operational knowledge not public datasets. Explore how industry-specific AI is helping businesses deliver more accurate, secure, and measurable outcomes in our latest blog 👇 https://lnkd.in/eFMX7Scw #CustomAI #EnterpriseAI #ArtificialIntelligence #MachineLearning #GenerativeAI  

𝗕𝗶𝗴𝗴𝗲𝗿 𝗶𝘀𝗻'𝘁 𝗮𝗹𝘄𝗮𝘆𝘀 𝗯𝗲𝘁𝘁𝗲𝗿—𝗲𝘀𝗽𝗲𝗰𝗶𝗮𝗹𝗹𝘆 𝗶𝗻 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗔𝗜. In 2026, many organizations are finding that smaller, domain-specific models deliver the speed, efficiency, and precision their business needs—often at a fraction of the cost. Our latest blog explores why the industry is shifting toward right-sized AI models and what that means for enterprise strategy. 🔗 Read the blog: https://lnkd.in/gm722DqW #EnterpriseAI #ArtificialIntelligence #MachineLearning #DigitalTransformation #AIInnovation