Originally published on LinkedIn:
https://www.linkedin.com/posts/nikolaj-fl%C3%B8jgaard-90a71b109_ai-enterpriseai-agenticai-activity-7439561500148748288-D8Eq
Most enterprise AI still feels like letting a very confident intern loose in your systems.
It says impressive things. It demos well. But the second you ask: “Can this work inside a real company, with real security requirements, real permissions, and real consequences?” …things get quiet.
That’s what makes Nemoclaw interesting to me.
It’s not just about adding “AI” to enterprise software and calling it innovation. It’s about building for the shift that’s actually happening: software is starting to do work, not just help people talk about work.
That’s the agentic part.
Agents won’t just answer questions. They’ll move tasks forward, coordinate across tools, handle repetitive operations, and take a real chunk of execution off people’s plates. That’s where this gets genuinely useful.
But here’s the catch: in enterprise, usefulness without security is basically a liability with good branding.
If agents are going to operate inside companies, they need proper boundaries. Real access control. Auditability. Governance. Clear rules for what they can do, where they can do it, and who stays in control when things get weird.
That’s the bar.
And I think that’s why this space is about to split in two:
• AI products that are fun to try • AI systems companies can actually trust
Nemoclaw is clearly aiming for the second category.
That’s the opportunity. Not more AI noise. Not another chatbot with a blazer on. Actual agentic systems, built for enterprise reality from day one.
That’s where this gets serious. And honestly, that’s where it gets exciting too.
#AI #EnterpriseAI #AgenticAI #EnterpriseSecurity #CyberSecurity #Automation #FutureOfWork