Your AI Agents Can Act. The Real Question Is Whether They Should.
A valid credential proves an agent can act – it says nothing about whether it should. Security confirms the access is valid; it never asks whether the action itself was ever supposed to happen. Today, we’re open-sourcing Atryum, a runtime control plane that verifies the intent behind every agent action before it executes – and it’s open to everyone.
Every company is about to hire a workforce it has never learned to manage.
Not metaphorically – literally. AI agents are already inside the enterprise, and they don’t advise the way the last generation of AI did. They act. They move money, write to production, update customer records, and call other systems on their own authority, at machine speed, with real credentials.
This is one of the most exciting shifts I’ve seen in my career. It’s also a problem nobody has solved yet.
And it isn’t a security one. Without a framework that defines how agents may operate, companies are left with two bad options. Restrict an agent’s ability to act until it’s safe but useless. Or turn it loose and expose the business to a long list of catastrophic decisions that have nothing to do with a breach. To a firewall, an agent deleting a production database appears to be a high-performing administrator.
The way to actually capture the ROI is neither extreme. Give agents as much power and access as possible, but inside a framework where the company sets the policies and rules of engagement, verifies the intent behind every action, and can delegate to a human or step in when it matters. Every employee operates inside a structure like that from day one. Our agents need the same.
So today, we’re releasing Atryum, an open source runtime control plane for AI agents.
Atryum sits in the call path of every agent and governs the action itself, not just the access behind it. When an agent goes to act, Atryum intercepts the call before it executes, checks it against your own policy, decides whether to allow, deny, or pause and escalate to a human, and records the reasoning as evidence. Routine work clears at machine speed. The consequential decisions get the scrutiny they deserve. And it runs on any model, any framework, any runtime.
I want to be clear about why we chose open source – it’s personal for me. I’ve been involved in and benefited from open source throughout my career. A runtime control plane that sits in the path of every action an agent takes, across every model and framework a company might adopt, has to be transparent and earn its users’ trust. That transparency is the whole point: it’s how trust gets built, and how an open ecosystem forms – one where everyone has access and the standard is shaped in the open by the people who depend on it. We’d rather earn that trust than assert it.
None of this happens without an extraordinary team. To everyone at ValidMind who built Atryum – thank you!! You took a hard idea and made it real, with the rigor and care this moment demands. And to our customers and partners: thank you for trusting us with your highest-stakes problems and pushing us to be better. This is for you. You should never have to choose between moving fast and staying in control.
ValidMind was created with financial services in mind and has a historical DNA in model risk management, where independent oversight isn’t a nice-to-have – it’s the price of doing business. We’ve spent years bringing that discipline to quant and AI models. Agents are the same problem at a greater scale and faster speed, and the principle holds: oversight only counts when it’s independent of the thing it oversees.
The agentic workforce needs a manager. As of today, it has one- and it’s open to everyone.
Give your AI real work to do. Give it a reporting line to do it in.
Today also marks early access availability for ValidMind Agent Authority, the enterprise product built on Atryum. Agent Authority extends Atryum with the additional enterprise capabilities financial institutions need to operate agents at scale. I encourage you to register your interest in early access for this product, and I know the team is eager to start giving demos.
Atryum is available now on GitHub and at atryum.org. To learn more about ValidMind Agent Authority and request early access, visit validmind.com/platform/agent-authority.
