"The goal is not to remove humans from high-stakes decisions. What we are solving for is deterministic correctness in the parts of the workflow that can be verified." – Ram Venkatesh, Co-Founder and CTO, Sema4.ai Ram Venkatesh shared his perspective with The AI Journal on why “AI that sounds right” isn’t enough for the Office of the CFO and how Sema4.ai is helping close the gap between AI capability and enterprise usability. 📖 Read the full Q&A: https://lnkd.in/gFC-zXxF #EnterpriseAI #AIAgents #FinanceAutomation
Deterministic Correctness in AI for CFOs
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In smart buildings, “basic” doesn’t mean the same thing to everyone. It can refer to connecting systems, giving data the right context, or grounding technology in real use cases. As AI becomes part of the conversation, these fundamentals matter more than ever, because without them, AI stays stuck at the demo stage instead of delivering real value. Read the article here: https://lnkd.in/eWvz7T2j #SmartBuildings #AIReadiness #BuiltEnvironment #FacilityManagement
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The era of the AI assistant was over before it started. Today Xactly is launching the Fleet of Agents. Three layers of AI built on one platform and 21+ years of proprietary revenue data. Agents we build. Agents you build. Agents your partners build. Assistants suggest. Agents act. There's a difference, and it shows up in your results. 🔗 Read the press release: http://spklr.io/6042Ezl0j #FleetOfAgents #RevenueOrchestration #XactlyAI
Fleet of Agents
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The era of the AI assistant was over before it started. Today Xactly is launching the Fleet of Agents. Three layers of AI built on one platform and 21+ years of proprietary revenue data. Agents we build. Agents you build. Agents your partners build. Assistants suggest. Agents act. There's a difference, and it shows up in your results. 🔗 Read the press release: http://spklr.io/6048EzF6E #FleetOfAgents #RevenueOrchestration #XactlyAI
Fleet of Agents
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In smart buildings, “basic” doesn’t mean the same thing to everyone. It can refer to connecting systems, giving data the right context, or grounding technology in real use cases. As AI becomes part of the conversation, these fundamentals matter more than ever, because without them, AI stays stuck at the demo stage instead of delivering real value. Read the article here: https://lnkd.in/gDdwsHP9 #SmartBuildings #AIReadiness #BuiltEnvironment #FacilityManagement
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The era of the AI assistant was over before it started. Today Xactly is launching the Fleet of Agents. Three layers of AI built on one platform and 21+ years of proprietary revenue data. Agents we build. Agents you build. Agents your partners build. Assistants suggest. Agents act. There's a difference, and it shows up in your results. 🔗 Read the press release: http://spklr.io/6043EzF7z #FleetOfAgents #RevenueOrchestration #XactlyAI
Fleet of Agents
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In smart buildings, “basic” doesn’t mean the same thing to everyone. It can refer to connecting systems, giving data the right context, or grounding technology in real use cases. As AI becomes part of the conversation, these fundamentals matter more than ever, because without them, AI stays stuck at the demo stage instead of delivering real value. Read the article here: https://lnkd.in/e6VReE5T #SmartBuildings #AIReadiness #BuiltEnvironment #FacilityManagement
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𝐋𝐞𝐭’𝐬 𝐛𝐮𝐢𝐥𝐝 𝐲𝐨𝐮𝐫 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦 𝐭𝐡𝐞 𝐫𝐢𝐠𝐡𝐭 𝐰𝐚𝐲! Everyone’s talking about AI Agents, very few are thinking about what happens when they don’t agree. That’s where most AI systems quietly fail, not because the models are wrong but because there’s no structure for decision-making between them. As you scale AI, the real challenge isn’t building agents, It’s designing how they work together, resolve conflicts, and execute reliably. If that layer is missing, automation turns into friction. The next wave of AI advantage will come from systems not standalone agents. #AIAgents #AgenticAI #AISystems #EnterpriseAI #AIStrategy #AIArchitecture #SculptSoft
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Tony (Dropbox) and I recently wrote about how agent design changes as models become more powerful, from simple prompts to chains, loops, workflows, and eventually AI harnesses. The idea is that new model capabilities break old assumptions about how agents should be built, and creates new failure modes that need different eval strategies. https://lnkd.in/gr9u635p
Agent design has evolved through six distinct generations as models have grown smarter and more capable. From simple prompts to modern AI harnesses, each generation broke old assumptions and created new failure modes that require different eval strategies. Read more → https://lnkd.in/gvucz3Ri
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The era of the AI assistant was over before it started. Today Xactly is launching the Fleet of Agents. Three layers of AI built on one platform and 21+ years of proprietary revenue data. Agents we build. Agents you build. Agents your partners build. Assistants suggest. Agents act. There's a difference, and it shows up in your results. 🔗 Read the press release: http://spklr.io/6046EzWKy #FleetOfAgents #RevenueOrchestration #XactlyAI
Fleet of Agents
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The era of the AI assistant was over before it started. Today Xactly is launching the Fleet of Agents. Three layers of AI built on one platform and 21+ years of proprietary revenue data. Agents we build. Agents you build. Agents your partners build. Assistants suggest. Agents act. There's a difference, and it shows up in your results. 🔗 Read the press release: http://spklr.io/6041EzmWd #FleetOfAgents #RevenueOrchestration #XactlyAI
Fleet of Agents
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