Use Case
AI is changing how fast IT and Security must operate. But speed without trust doesn’t create progress. It creates risk.
Ivanti Neurons delivers AI you can trust, because it’s grounded in data authority and a system of record for IT & Security operations.
AI can discover vulnerabilities faster than teams can react. Automation can execute changes at machine speed. Expectations keep rising. But behind the scenes, most organizations are running on fragmented, inconsistent operational data. And when AI runs on data you don’t trust, everything downstream breaks.
When your environment doesn’t have a clear system of record:
Actions fire against the wrong assets, at the wrong time, with unintended impact.
Conflicting data creates conflicting answers. Teams hesitate or override automation entirely.
Without trusted context, AI creates more work instead of deflecting it.
Proving compliance requires spreadsheets, screenshots, and manual reconciliation.
In an AI-driven world, fragmented data is no longer just inefficient. It’s dangerous.
The Challenge
In the age of AI, authority matters more than speed. AI can process data and recommend actions, but it can’t establish truth, own accountability, or govern outcomes. That’s why the most successful organizations are shifting focus: From automating faster to automating with confidence.
This shift starts with the creation of Data Authority, or the governance that gives a system the right to declare what’s true and enforce it. When paired with a System of Record, which defines what data is official for a given domain, they work together to provide what AI depends on but cannot create:
AI needs trusted data to understand what’s real in the environment. A system of record provides that clarity, so AI decisions are accurate, consistent, and dependable.
AI’s understanding hinges on stable, agreed-upon structures and definitions that only carefully maintained records and oversight can ensure.
The integrity and traceability of past actions and decisions are preserved by official records, not by AI’s ephemeral memory.
Only systems with authority and official data can supply the auditable trail needed to confirm and validate results produced by AI.
The Solution
Ivanti Neurons Platform establishes a unified, continuously validated system of record across IT and Security, bringing together asset intelligence, service context, exposure data, and remediation workflows.
Continuously and automatically maps your entire IT environment in real time: what exists, where it lives, and how it connects. This is not a point‑in‑time scan, but persistent awareness that keeps pace with change. The discovery engine is the foundation of autonomous operations, eliminating blind spots caused by shadow IT, rogue devices, and configuration drift. With complete and current visibility, autonomous systems can act with confidence, because you can’t secure, manage, or optimize what you don’t know exists.
Maintains a complete, continuously updated inventory of all hardware and software assets across their full lifecycle, from procurement through retirement. Each asset is enriched with ownership, cost, warranty status, support contracts, business criticality, and lifecycle stage. This business context enables smarter, economically informed decisions: Prioritize patching for mission‑critical systems, defer changes on assets nearing retirement, and continuously optimize licensing. AI-driven decisions replace manual audits, reducing waste, risk, and overspend.
Creates an authoritative system of record for how your environment fits together, capturing dependencies, relationships, and upstream/downstream business impacts. Automation becomes safer and smarter because actions are taken with full operational context. When the system understands how infrastructure components support applications and business processes, it can sequence changes appropriately, avoid cascading failures, and proactively notify stakeholders. Autonomous remediation works because it understands not just what to fix, but what it affects.
Delivers comprehensive insight into your software environment: what’s installed, where it’s used, how often, and at what risk or cost. Usage patterns, license compliance, duplication, and vulnerabilities are continuously assessed and acted upon. Autonomous systems identify unused applications for removal, rightsizing opportunities for over‑licensed software, and security risks needing remediation, then execute within governance policies. With automated optimization, organizations typically reclaim significant software spend while reducing exposure and operational drag.
Many platforms show you data.
Ivanti gives the data authority and connects it directly to governed action.
That’s why Ivanti Neurons isn’t just where insights appear.
It’s where decisions are made and outcomes are proven.
The organizations that win won’t be the ones with the most automation. They’ll be the ones with AI they can trust because they have Data Authority.