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The news has been rotten of late with reports of AI agents "going rogue." These reports have raised critical questions pertaining to agentic governance and security—like, who actually decides how agents behave? The answer: We do. We must. But what goes into that? To be sure, acceptable enterprise-grade agentic governance requires much more than drafting a policy doc. It demands more than a presentation; rules in a slide deck don't route requests. And it demands *much* more than trusting model providers. Running non-deterministic systems—such as AI agents—is an engineering problem. It's not magic. Enterprise-grade agentic security and governance starts with "an engineering approach to containment and governance,” as Microsoft CEO Satya Nadella recently wrote. That approach, he goes on, necessarily revolves around surrounding "non-deterministic models with strong, deterministic system design, human controls, and reliable operating procedures.” This comes down to at five baseline technological pillars. 1. Deterministic guardrails at both the process and the agent level 2. Enforce least-privilege access everywhere 3. Keep a human-in-the-loop 4. Complete, non-repudiable audit trails 5. Enterprise-grade security, compliance, and data protection underneath it all This is difficult work. But it's within our control. Lev Waisberg, Sr. Director of AI Engineering at Coupa, breaks down the approach we're taking at Coupa here: https://lnkd.in/g8ySJ6zT #AIAgents #LegalAgents #LegalTech #Legal #AgenticOrchestration

What makes a legal workflow automation platform enterprise-grade? There are six key criteria 🔑 : 1. Intake that meets employees where they already work 2. AI-powered triage and routing 3. Orchestration across your existing tech stack 4. No-code configurability owned by legal ops 5. Enterprise governance, guardrails and visibility 6. Fast time-to-value and long-term ownership Read more about what "enterprise-grade" looks like for each criteria—and why finding such capable legal automation workflow technology partners matters now more than ever—here: https://lnkd.in/gr3Q8wJV #Legal #LegalTech #WorkflowAutomation #AIAgents #LegalAgents

Got questions about legal intake automation? We've got you covered 👍 Welcome to Legal Intake Automation 101 🎓 Our first installment is all about integrations—why they matter, what makes them reliable (and able to support automation end-to-end), and much more. Dive in here: https://lnkd.in/gv9mwbKB #Legal #LegalTech #LegalIntake #Automation

#Legal! Will you be at RLLB 2026 in Las Vegas next month? 🌴 Stop by our booth to meet the team 👋 cc Aaron Bromagem, Anthony Leonardini, LegalOps.com #LegalTech #ProcessOrchestration #AIAgents #LegalAgents

Legal teams face more pressure than ever to get it all done. Work volumes are rising. Regulatory environments are growing more complex. Business teams expect faster answers. And business leaders need legal teams to become more strategic, efficient, and innovative—all without a corresponding increase in resources. Legal intake, automation, and orchestration technology can help. In fact, certain legal intake, automation, and orchestration platforms can prove genuinely transformative—essential infrastructure in the age of AI agents. That's why, when evaluating this market, legal teams should look beyond the question of whether a platform can build forms or route requests. Not all platforms are created equal, or built for the same purpose. Here's an in-depth overview: https://lnkd.in/g3vUS865 📝 Aaron Bromagem #LegalOps #Orchestration #LegalTech #AIAgents #ProcessOrchestration #LegalIntake

Introducing: The Enterprise Guide to Procurement Orchestration 🎶 🚀 A comprehensive, 7 chapter guide to everything you need to know about the technology category that's steady shifting the procurement landscape. Embedded in each chapter are webinars, demonstrations, case studies, surveys, and thought leadership. From intake to agents, integrations to autonomous spend management, big-picture analysis to use-cases to start with—this guide, for the first time, puts everything in one place. As Tonkean co-founder and CEO Sagi Eliyahu recently wrote: “Companies across the world are rapidly shifting from a traditional SaaS-based operational model—where it is incumbent upon humans to compensate for the limitations of siloed technology systems—to an agentic one, where humans operate as orchestrators, coordinating autonomous agents across policies and connected systems end-to-end.” Enterprise orchestration is how we get there. Now you have what you need to get started. Find and bookmark the guide here: https://lnkd.in/gEM2aEHz Let's get to work 💪 #Procurement #Orchestration #AgenticOrchestration #ProcurementOrchestration #AIAgents