Adaptiva launches Aida AI adviser for endpoint teams

Adaptiva has launched Aida, an AI adviser for endpoint management aimed at IT and security operations teams overseeing large endpoint estates.

Aida is designed to let organisations query endpoint environments in plain English and get answers based on real-time data. It focuses on patch posture, compliance and exposure risk across fleets that can span hundreds of thousands of devices.

Adaptiva is framing the launch around a common challenge for security and IT teams: large volumes of exposure information that are hard to turn into action. Aida sits on top of the company's endpoint management platform and uses a conversational interface to turn operational data into dashboards, charts and reports.

"Security and IT teams are overwhelmed by exposure data but starved for time," said Dr. Deepak Kumar, founder and CEO of Adaptiva. "Aida changes that dynamic. It turns real-time endpoint data into immediate answers, helping teams reduce risk faster and operate at the speed and scale modern enterprises demand."

Data Control

A central part of the launch is how Adaptiva says the system handles customer information. Aida runs on an Adaptiva-controlled large language model microservice and is configured so customer data is not shared externally.

That is significant because many large organisations have been cautious about introducing generative AI into core operational and security workflows, where endpoint and device data may be sensitive. By emphasising in-house control of the service, Adaptiva is seeking to address concerns around data handling, compliance and the use of third-party AI models in regulated environments.

Aida is launching first with what Adaptiva calls the Ask Aida experience. Users can type questions about their endpoint estate and generate visual outputs and reports without manually building queries or moving between multiple management tools.

From Insight

Adaptiva also outlined a broader direction for the product beyond question answering. The system is intended to evolve toward AI-led mitigation, remediation and orchestration, with the goal of supporting more autonomous IT and security operations.

For now, the initial release is focused on visibility and interpretation rather than full automation. That places the product in a growing segment of the cybersecurity and IT operations market, where suppliers are trying to combine asset data, vulnerability information and patch status into tools that help teams decide what to do next.

The opportunity reflects the continued growth of endpoint estates, hybrid working and the spread of software across laptops, desktops and other managed devices. As environments grow larger and more complex, security teams face mounting pressure to identify exposed systems, missing patches and weaknesses that require urgent attention.

Adaptiva argues that many AI products in this segment stop at surfacing answers or ranking risk. Its view is that operational teams also need direct visibility into endpoint posture if they are to move from analysis to action within the same workflow.

Exposure Focus

The launch also extends Adaptiva's push into exposure management, an area that has drawn broad industry attention as companies seek to consolidate data on vulnerabilities, misconfigurations and other sources of cyber risk. Endpoint management vendors have an opening here because they already hold device-level data and often play a direct role in patching and remediation.

Adaptiva, based in Kirkland, Washington, sells endpoint management products used by large organisations to distribute software, deploy patches and manage devices at scale. Its platform is used by hundreds of large global organisations across millions of endpoints.

That installed base gives the company a route to market for Aida among existing customers that already rely on Adaptiva for software delivery and patch management. It also means Adaptiva is introducing AI into a product category where buyers are likely to judge claims on operational reliability and data governance rather than novelty alone.

"Exposure management requires both clarity and speed," Kumar said. "Aida gives organizations immediate access to trusted endpoint intelligence so they can prioritize effectively and respond with confidence, while building toward more autonomous operations in the future."