AI agents are rapidly moving from prototypes into production, but governance hasn't kept up. Organizations now face a growing challenge: understanding what their agents are doing, addressing novel risk, and proving compliance across increasingly complex AI environments.
That’s why we are excited to introduce Draco, a runtime control plane that gives enterprises a single place to intelligently discover and secure every agent.
Why We Built This
We've spoken with security, risk, and compliance leaders at some of the world's largest organizations at the forefront of adopting AI agents. Across those conversations, CISOs and Heads of AI have echoed the same concern: they don't know what their agents are doing.
Agents are accessing sensitive data, calling external tools and APIs, and generating “dark code,” aka code that no human has written, read, or reviewed.
A troubling pattern arises in parallel with the growing adoption of AI agents. Agents pass all pre-deployment screenings yet still behave unpredictably in production. Earlier this year, a Claude-powered coding agent deleted a company's production database in seconds. A month later, a Grok-connected financial agent transferred to an attacker $200,000 in digital assets. In both cases, the agents seemed to have been configured and scoped correctly.
More incidents like these are likely to emerge. Simply securing agents at deployment is not enough; their behavior must be governed continuously at runtime.
Why Existing Solutions Fall Short
Existing observability and security tools were built for traditional software and LLMs, not autonomous decision-makers. They can capture logs, metrics, and network activity, but these signals provide only a fragmented, incomplete, and largely retrospective view of system behavior.
We knew we needed to build a new kind of governance that’s built natively for agent behavior, speed, and scale. A way to provide organizations real-time visibility and control over an agent's intent and reasoning in order to prevent issues before they occur.
Our Solution
That’s why we built Draco, the unified control layer that sits between agents and enterprise systems, observing and acting upon every prompt, action, and payload. By modeling agent behavior and intent, it automatically recommends and applies programmable guardrails to enforce policy before agents perform high‑risk actions. Security, risk, and compliance teams gain a single control point to address threats, set boundaries, and monitor agent drift.
Powered by a network of specialized small language models (SLMs) optimized for low latency and cost, Draco delivers deep agent intelligence to the enterprise. Its capabilities improve through contextual memory and behavioral learning, enabling smarter performance over time.
Built for Enterprise Scale
Designed for large enterprises with distributed data environments, Draco is deployed entirely within your own infrastructure, ensuring your data stays protected within your network.
Our platform is vendor- and infrastructure-agnostic, enabling it to operate across any AI gateway, LLM provider, and underlying infrastructure. The platform is designed to evolve over time, allowing new agents and tools to be seamlessly integrated as needs change.
It also meets you where you are: deployment requires no code changes or SDK integrations, enabling seamless adoption with minimal disruption to your existing systems.
How Your Enterprise Can Benefit
In a world of ever expanding, increasingly complex agentic ecosystems, our platform is built for those operating in highly regulated environments that need one place to manage and enforce. Security, risk, and compliance teams use our platform to govern agents spanning custom applications, SaaS tools, and shadow deployments, without requiring engineering teams to rewrite code or standardize on a single AI vendor.
With Draco, you can:
- Mitigate risk by correcting unsafe agent behavior in real time, not after the fact.
- Accelerate compliance readiness with continuous mapping to policies and frameworks, plus see audit trails ready for internal and regulatory review.
- See a complete cost and token-spend overview for each agent.
- Propel agentic transformation by increasing speed and confidence at which teams can scale agent workflows
We’ve already deployed across Fortune 500 organizations in some of the most regulated industries, including healthcare, financial services, and technology, where we’ve delivered enterprise-scale visibility and control within days.
Getting started
Draco is available today for enterprise customers. If you're building or deploying AI agents at scale, we'd love to show you what's possible.
Learn more at alterion.ai/platform/draco, or reach out at info@alterion.ai.