What is AI Service Inventory?

AI Services bring large language models and machine learning into the asset and exposure workflow. Instead of writing complex queries, parsing through dashboards, or manually correlating findings, analysts can ask questions in daily language, get explanations of risk in business terms, and receive prioritized recommendations the platform generates from your own data.

How is natural language querying different from a regular search?

A regular search matches keywords against fields. Natural language querying understands intent. Asking “which finance servers in EMEA have a critical CVE older than 30 days and no EDR agent” is interpreted as a structured query across multiple inventory dimensions, executed against your live data, and returned as a result set you can act on, export, or save as a dashboard.

How does AI Insight prioritize what matters in my attack surface?

It combines factors most teams cannot weigh by hand at scale: asset criticality and ownership, exposure to external networks, the presence or absence of compensating controls, vulnerability severity and active exploitation status, identity context, and historical change. AI surfaces the small set of items that combine high impact and high likelihood, instead of giving you another long list to triage.

How accurate are AI-generated insights when working with messy asset data?

AI is only as good as the inventory underneath it. The advantage of running AI is operates on already-correlated, deduplicated, and source-prioritized data, so the input is materially cleaner than what AI sees in raw tool feeds. You should still validate findings on first runs, but accuracy is generally high once the underlying integrations are tuned.

AI Services Visibility | Govern AI Usage

Benefits

Shadow AI becomes visible

AI services are adopted faster than governance frameworks can adapt. Development teams deploy models, consume external AI APIs, and spin up ML infrastructure outside traditional security oversight. AI Services Inventory surfaces unmanaged and undocumented AI services before they become blind spots.

Bring clarity to your Ai landscape

Regulatory and internal requirements depend on knowing which AI systems are in use, where they operate. A centralized AI inventory provides the foundation for governance, risk assessment, and compliance readiness across environments.

New exposure paths are clearly understood

AI introduces risks that traditional security controls were not designed to address. Publicly accessible endpoints, weak authentication, and models handling sensitive data create new exposure paths. Understanding where these risks exist enables teams to act before incidents occur.

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Ai Query Builder

Describe what you want to find in natural language. The platform analyzes your request and expresses it as structured query logic within the Query Wizard. Requests such as identifying devices seen within a specific time window and missing required controls are translated into precise filtering criteria automatically.
Device profiling restores control by grouping devices based on business priority and criticality. Inactive or misconfigured agents are surfaced quickly instead of creating false visibility. As environments change, Device Inventory ensures devices remain visible, understood, and properly prioritized.

Integrations Without Limits

Integrate with all your security solutions through 700+ pre-defined integrations.

Why Choose Us?

Up to 40% Time Savings

Automate discovery, reporting, and workflows so teams focus on action, not admin.

Up to 78% Risk Reduction

Continuous visibility and prioritization that closes critical gaps before attackers find them.

Up to 36% More Efficient Use of Existing Tools

Maximize the ROI of your current stack by enriching and connecting it through OctoXLabs.

Always Expanding Integrations

Stay connected across your entire ecosystem. Thousands of integrations and actions keep your asset data complete and your attack surface fully visible.

FAQ

What is AI Service Inventory?
AI Services bring large language models and machine learning into the asset and exposure workflow. Instead of writing complex queries, parsing through dashboards, or manually correlating findings, analysts can ask questions in daily language, get explanations of risk in business terms, and receive prioritized recommendations the platform generates from your own data.
How is natural language querying different from a regular search?
A regular search matches keywords against fields. Natural language querying understands intent. Asking “which finance servers in EMEA have a critical CVE older than 30 days and no EDR agent” is interpreted as a structured query across multiple inventory dimensions, executed against your live data, and returned as a result set you can act on, export, or save as a dashboard.
How does AI Insight prioritize what matters in my attack surface?
It combines factors most teams cannot weigh by hand at scale: asset criticality and ownership, exposure to external networks, the presence or absence of compensating controls, vulnerability severity and active exploitation status, identity context, and historical change. AI surfaces the small set of items that combine high impact and high likelihood, instead of giving you another long list to triage.
How accurate are AI-generated insights when working with messy asset data?
AI is only as good as the inventory underneath it. The advantage of running AI is operates on already-correlated, deduplicated, and source-prioritized data, so the input is materially cleaner than what AI sees in raw tool feeds. You should still validate findings on first runs, but accuracy is generally high once the underlying integrations are tuned.

See What Our Customers Are Saying

My overall experience has been very positive. The platform is stable, reliable, and provides the visibility we need. The vendor's support team is responsive, and the integration with our existing environment has been smooth. The only challenges have been related to initial configuration complexity.

With OctoXLabs, we started managing shadow IT, cloud services, and asset visibility across our organization from a single panel. The deployment process was fast and integration was seamless. Thanks to its API-based capabilities, the platform works perfectly with our existing Microsoft 365, Azure AD, and security solutions. It has saved us a significant amount of time.

Provides an agentless approach to automatically discover servers,endpoints,cloud resources, and Iot devices, consolidating everything into a unified view.

The platform is particularly useful and comprehensive for asset tracking, especially for large-scale enterprise bussinesses like us. Using data pulled from environments like Azure, SCCM and Trend Micro, our IT teams can create their own charts and reports and easily monitor the entire environment with the user-friendly UI.

Our overall experience with OctoXLabs has been very positive. The platform has consistently delivered value in terms of visibility, security posture management, and efficiency. The product is intuitive to use and well-supported, though there is still some room for improvement in areas like advanced customization and reporting flexbility. Overall, OctoXLabs has been a reliable partner in strengthening our cyber asset attack surface management strategy.

This product more than meets the needs within our organization. In particular, it has provided us with excellent capabilities for our asset inventory, software inventory and its management. Before purchasing this product, many processes took a long time, and obtaining clear results depended on individuals (other employees). However, thanks to this product, we are now able to complete all our tasks in a very short time. I should also note that the vendor provides extensive support regarding the product. In addition, they implement improvements based on our needs. As a customer, we are very satisfied with this product.

Thanks to prompt support of the technical team, we quickly integrated the product. The integration steps were quite satisfactory.

Interface is very user friendly. We integrated every solution that we use in our company. Edr, Dlp, Siem, Vm, Vmware even back-up solution. All teams are now relying on OctoXLabs asset data for their daily work.

Support team is genuinely responsive and helpful. OCTO is constantly evolving, and they're clearly open to innovation. Whenever we provide feedback, they take is seriously and implement improvements really quickly. For example, when we requested a new adapter feature, they managed to integrate it into the system in short time. Their fast turnaround and continuous development truly inspire confidence.

OctoXLabs provides greater for visibility for asset management. It provides detailed dashboards to customer. OctoXLabs can integrate with a lot of products. In this way, we can see details of versions, status and other informations of products which we already use in our enviroment. OctoXLabs provide a lot reports.

OctoXLabs offers strong integration capabilities, clear asset visibility and effective vulnerability management. Overall, it has significantly improved out security operations.

We didn’t even realize we had vulnerabilities until OctoXLabs helped us discover them. It is rather simple to use the many fields available to collect data on people and devices to help with access, licenses and other things if you understand the query language.

Our experience has been very positive. The platform gives us a reliable, unified view of software and users assets and links that inventory to vulnerabilities so we can prioritize remediation by exploitability and business impact. Discovery and tagging very fast and responsive. Support has been responsive and onboarding was straightforward.

Overall spectacular support from the team. Comprehensive integration, dashboard, and reporting services. With the help of pre-defined dashboards and queries we discovered a new aspect of our assets.

With OctoXLabs we detected our shadow IP's and closed security gaps. By utilizing CISO dashboard functionality, we achieved a comprehensive visibility for all teams in our department. It was easy to access the visibility information of the system. Support team was very fast and devoted. Integration inventory was also very rich.

Platform has greatly improved our security visibility and asset management. It has user-friendly interface and smooth integrations with other products. It reduces our man/day costs.

OctoXLabs is a spectacular solution. It really helped in assessing risks in our systems and saved man days cost for us.

It is a smooth, easy-to-use product. It was sufficient to minimize out security risks.

We had an excellent experience with this OctoXLabs. The platform surpassed expectations and the team's timely, solution-oriented support made the entire process seamless. Integration and post-implementation support significantly accelerated our workflows.

Nice product for seeing all assets and their risks. Also, outstanding tech support. Out of the box integrations and actions are saving so much time. I highly recommend that we make a reference call to the other customer. Team is also very supportive.

It can provide detailed reports on how effectively the security products we have used , how we analyze the status of the agents of these product, whether there is a possible misconfiguration , and whether their versions are up to date.

Ai Services

AI Service Inventory provides a unified view of AI and machine learning services across your environment. AI model deployments, inference services, training jobs, and endpoints, as well as AI-powered APIs, are continuously discovered and enriched with usage, cost, region, and configuration context.