You can't protect what you can't see. 

The Blind Spot Everyone Has (But Nobody Talks About)

Here's a conversation that happens in every enterprise:

CISO: "How many AI agents are running in production right now?"
Engineering: "Uh... maybe 15? Could be more."
Security: "What models are they using?"
Engineering: "GPT-4... probably some Claude... and I think Sarah's team is testing Llama?"
Compliance: "What data sources are they connected to?"
Engineering: "..."

Sound familiar? You're not alone.

AI is everywhere in your organization. Embedded in code. Running in pipelines. Deployed across cloud environments. Third-party apps using it behind the scenes. And nobody has a complete picture.

While you're securing your traditional infrastructure, AI agents are quietly proliferating across your enterprise. Each one accessing data. Making decisions. Potentially exposing your organization to risks you don't even know exist.

What You Can't See Will Hurt You

Let's be honest about what most organizations are dealing with:

The reality of AI sprawl:

• Shadow AI deployments that security never approved

• Models with access to sensitive customer data

• Datasets nobody documented (or remembered)

• Third-party AI tools your teams added "temporarily" six months ago

• Experimental models that somehow made it to production

• No idea which agents call which models or access which datasets

What happens when things go wrong:

• Compliance asks for an AI audit trail → You scramble for weeks

• A prompt injection attack hits → You don't know what else is vulnerable

• Data breach investigation → You can't map what AI touched what data

• Board wants to know about AI risk → You're building spreadsheets manually

The worst part? Traditional security tools weren't built for this. They see APIs and infrastructure, but they don't understand AI. They can't tell you which agent is calling which model, what prompts it's using, or what sensitive data it's touching.

From Discovery to Defense in Seconds

We built AI Asset Inventory because we kept seeing the same problem: organizations rushing to deploy AI without a way to actually see what they've deployed.

One click scans your entire environment—codebases, cloud infrastructure, third-party apps—and automatically uncovers every AI component in use.

Here's what happens when you connect AI Asset Inventory:

Instant AI Infrastructure Mapping

Your entire AI landscape, mapped automatically:

AI Applications - Track every AI-powered application across your infrastructure. See what it connects to, which models it calls, and who owns it. Understand usage, version history, and linked datasets instantly.

Models - View all deployed and experimental models in one place. Understand usage, version history, and linked datasets instantly. Track behavioral drift and lineage across your organization.

Datasets - Identify data sources feeding your agents and models. Track data lineage and identify ungoverned or high-risk data exposure. Map compliance gaps and unauthorized access.

Infrastructure & Tools - Map the underlying infrastructure connectors, clouds, and pipelines. Reveal dependencies between services, APIs, and compute layers. Visualize connected APIs, MCPs, and plugins to uncover privilege escalation routes and integration vulnerabilities.

The Result

A connected, living inventory that updates as your AI evolves, giving security teams complete situational awareness.

No more spreadsheets. No more guesswork. Just clarity.

From Knowing to Securing Automatically

Discovery alone isn't enough. Once every AI agent, model, and connection is mapped, Repello moves into action.

Meet the complete security lifecycle:

Repello ARTEMIS: AI red teaming

ARTEMIS continuously red-teams your AI attack surface—probing agents, models, and connectors for real-world vulnerabilities like prompt injection, data leaks, and privilege escalation.

Found stuff on day one that we'd been missing for months.

Repello ARGUS: AI runtime security

ARGUS enforces live guardrails, containing compromised agents, blocking malicious triggers, and shutting down propagation before it spreads.

Real-time monitoring tools can help detect abnormal behaviors and provide continuous oversight.

Together, the solutions enable organizations to shift from reactive patching to proactive defense.

Built for Every Team Securing AI

From strategy to engineering, Repello gives every role the visibility, validation, and control they need to keep AI safe.

CISO / Head of Security

Challenge: You have no unified visibility into where AI exists across the organization or what risks it introduces.

With Repello: Gain a live AI asset inventory with risk heatmaps and continuous threat monitoring for executive oversight and compliance reporting.

Security Engineer

Challenge: Hard to test AI systems using traditional scanners; vulnerabilities appear in prompts, models, and connectors.

How we help: Automating adversarial testing with ARTEMIS, enforcing runtime guardrails via ARGUS, and integrating alerts into existing SOC workflows.

AI / ML Engineer

Challenge: You're rapidly building and deploying AI agents without knowing their security posture or potential vulnerabilities.

The Solution: Automatically map every model, dataset, and tool in your workflow—get security signals during development, not after deployment.

Compliance & Risk Teams

Challenge: You need complete audit trails for AI model usage and data lineage but lack visibility into AI operations.

What you get: Continuous AI asset logs and lineage graphs aligned with emerging frameworks like OWASP Top 10 LLM, EU AI Act.

Repello discovers every AI asset, maps its dependencies, and enables automated defense.

AI Asset Inventory delivers:

✅ Complete AI visibility across code, cloud, and third-party apps
✅ Automatic discovery of agents, models, datasets, and infrastructure
✅ Live threat graph visualizing dependencies, attack paths, and blast radius
✅ Seamless integration with ARTEMIS and ARGUS for end-to-end security
✅ Compliance alignment with OWASP, EU AI Act, and other frameworks

See Your AI Today

Get complete visibility into every AI asset across your enterprise.

Get a demo → 15 minutes to see what you've been missing

Because you can't secure what you can't see.

Secure your AI. Outsmart attackers.