Has anyone started designing escalation paths for AI employees? If AI agents are going to operate as part of the team — not just tools — then we need clear paths for when tasks fail, conflicts arise, or higher-level judgment is required. We’re currently experimenting with this in our human × agent hybrid management model, using Notion as the UI and Semantic OS in the background. The goal is to explore how AI “employees” can work with humans across borders, from pre-seed to IPO scale. Curious to hear from others: How are you thinking about escalation design for AI agents in real operations? #AINative #FutureOfWork #AgentOS #HybridManagement #AIWorkforce
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Notion just launched its Agent as part of 3.0. It’s not just another AI chatbot. Agents can actually take action inside your workspace by creating docs, updating databases, pulling insights across tools, and running multi-step workflows. I think this matters because it points to a bigger shift: 👉 AI moving from assistant to participant in our work. 👉 Less time on routine updates, more time on creative and strategic thinking. 👉 A step toward AI tools that understand context, not just text. It’s early, (there will be bumps) trust, reliability, and adoption will take time. But this feels like the direction #AI at work needs to go.
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PC Chats: Speed to Lead & AI Support Automation Inbound interest shouldn’t sit for hours. In this week’s PC Chats, we break down how AI virtual agents move leads from form-fill to qualified, scheduled meetings in minutes, plus the real outcomes teams are seeing when follow-up isn’t manual anymore. #AI #CustomerExperience #ITLeadership
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🚀 Turning Repetitive Work into Smart Automation with AI At SmartBot, we’ve been exploring how AI + automation can reduce manual effort and unlock more time for high-value work. Here are a few recent workflows we built: 🔹 AI Newsletter Assistant – Fetches the latest news, formats it, drafts a newsletter with AI, and sends it via Gmail. Once set up, these automations quietly run in the background — helping businesses save time, reduce costs, and minimize errors. 👉 We’d love to hear from you: If you could “set and forget” one repetitive task in your business, what would it be? #AI #Automation #SmallBusiness #DigitalTransformation #FutureOfWork
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What does it take to turn AI ambition into AI adoption? At expert.ai, we know that partners are the key to solving AI’s biggest challenges, whether it’s improving customer care, ensuring compliance or securing faster, more accurate decisions at scale. In this video, Andrea Ricotti explains how our partner ecosystem drives measurable impact, from reducing false positives to achieving breakthrough savings in critical processes. 💡 Ready to see how your business can build AI that performs? 👉 Watch the video to see how we help partners scale AI safely, securely and successfully! 📽️ https://lnkd.in/d2Z5JC6b
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📅 September 29, 2025 – Monday AI Pilots Stalled? Blame the Missing Business Case. 💡 Did you know 60% of AI pilots never scale? Too many are tech-first, not business-first. ✅ What Works: Define clear ROI before building. Prioritize 1–2 high-value pain points. Involve business owners early. 🎯 Example: A telco killed 3 pilots but doubled down on billing AI. 📊 Impact: Reduced call center volume by 28%. 💬 Are your pilots solving business pain or just testing tech? 👉 Try running a one-week ROI check with your CFO to see if your pilots hold up. #AI #SR360 #AIAdoption #AIRealityCheck #BusinessValue
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Everyone says they’ve adopted AI. Almost no one’s actually using it. The truth is, most “AI-powered” teams are still juggling manual processes and Excel workarounds. The AI sits on the shelf, gathering digital dust. It’s not about access to tools. It’s about building the confidence to redesign the work itself. Most teams need more than a prompt… they need a real plan. The best results? We’ve seen them where leaders make AI part of daily rhythm, not a side project. Small experiments. Peer learning. Visible wins. It’s less about grand strategies and more about momentum. Give people a runway, not just a robot. That’s how change lands. #athenai #futureofwork #aienablement #workflowdesign #capabilitygap #workplacetransformation
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The future of work is here, powered by **AI agents**! 🚀 We're witnessing a pivotal shift beyond traditional automation and even generative AI, as businesses embrace autonomous systems that don't just execute, but also learn, adapt, and make proactive decisions. This isn't just about speed; it's about intelligent productivity. Imagine AI agents seamlessly orchestrating complex workflows, from market analysis and content creation to managing supply chains – freeing up your human teams to focus on innovation and strategic growth. The real-world impact on efficiency and output is staggering. Curious how agentic AI is already boosting productivity in leading organizations? Explore the transformative power in our latest insights: https://lnkd.in/etgZHXGc What kind of tasks do you envision AI agents revolutionizing first in your industry? Share your perspective! #AIAgents #ArtificialIntelligence #BusinessTransformation #Productivity #FutureOfWork
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What if every focus block produced something shippable? Too much “focus time” gets eaten by prep or admin. We’ve been pairing focus blocks with AI prep and wrap-up. AI gathers files, sets up prompts, and even drafts outputs — so your 90 minutes go straight into creation. The team ends each block with something they can share. It’s a small operational tweak that compounds into consistent delivery. Key takeaways: 📉 What’s at risk – Wasted focus time without clear inputs 🚀 Where opportunity is emerging – AI as a “block producer” companion 🧠 Capability/team implication – Higher throughput without longer hours 🏗️ Operating model change – Focus time as a daily delivery asset Block your first AI-powered focus session → https://lnkd.in/gsdcs-WK #WeLeadOut #MomentumMonday #AIandWork #ExecutiveStrategy #Productivity
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40% of work hours could be automated with existing technology. Yet most businesses still spend hours each week on tasks that don’t need a human. I’ve built 200+ automation workflows using n8n, GHL, Vapi, Retell AI, and ElevenLabs—and I’ve seen the impact first-hand: ✅ Faster customer response times ✅ Lower operating costs ✅ Happier teams who can focus on strategy, not repetitive work Automation in 2025–2026 isn’t a luxury—it’s survival. 👉 If you had to pick one task to automate today, what would it be? #WorkflowAutomation #AI #BusinessGrowth #VoiceAgents #USA #Ny #UK
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⚡ Something big is about to shift in how we work with AI. And here’s the twist: it’s not just about the tools—it’s about the thinking behind them. 💡 Imagine this: in just 5 days, casual AI users can transform into Prompt Architects—people who know how to unlock AI’s full potential through the right strategies, questions, and workflows. We’re getting ready to reveal how. 🚀 Stay tuned—it’s closer than you think. #FutureOfWork #AItraining #PromptEngineering #Upskilling #PrometheusAI #AIadoption #WorkforceDevelopment #DigitalTransformation
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