Know Which Infrastructure Fails Next. Fix It First.
CadentsIQ is the AI-native analyst that continuously tracks IT asset risk from deployment to end-of-life. We turn fragmented data into a 24/7 view of your fleet-wide risk posture, so you can act with absolute certainty.
The Attack Surface Moves Faster Than Human Teams Can Track
IT liability is invisible until it’s expensive. Managing lifecycle risk is no longer a data problem—it is a speed problem fueled by three converging forces:
You cannot report what you cannot see, and you cannot secure what you cannot track. When lifecycle data is fragmented across vendor portals and spreadsheets, planning breaks down. We eliminate the blind spots for the leaders who need answers now.
Stop Rediscovering Risk. Start Managing Posture.
For Infrastructure & IT Ops
For Security & Risk Leaders

AI That Shows Its Work—And Proves It
We don’t just aggregate dashboard metrics; we use an AI-powered analyst that reasons holistically across your assets. Instead of generic severity scores, every asset resolves to one of four definitive actions: Patch Now, Isolate & Schedule, Replace, or Accept Risk.
- Built on Trust: Our patent-pending Anti-Hallucination Pipeline prevents the AI from fabricating security intelligence, using external verification and semantic consensus so you can act with absolute certainty.
- Eliminating the Noise: Traditional scanners generate a 70%+ false positive rate by scoring vulnerabilities against software inventory alone. Our Configuration-Aware Scoring evaluates live device states—meaning if a vulnerability doesn’t apply to your specific configuration, we don’t flag it.
Four Ways We Establish Operational Clarity
We bridge the gap between having data and taking action, unifying the risk signals you already depend on:
Automated Asset Discovery
Establish a continuously validated baseline of your infrastructure. Know what’s at risk, not just what’s running.
Lifecycle & EOL Management
We translate complex vendor advisories and end-of-support timelines into actionable planning signals.
Vulnerability Context
We score your real risk profile against frameworks like CISA KEVs, tying clear remediation priorities to business impact.
Upgrade Enablement
Deliver prioritized upgrade recommendations that integrate seamlessly into your existing workflows.
Your Insurer Sees the Gap Your Team Misses
When cyber insurance actuaries calculate your premiums, they look past your active threat alerts. They target the unmanaged, end-of-life software your team hasn’t patched. Don’t let your infrastructure become your program’s biggest financial liability.
Know What’s at Risk: Automated Infrastructure Asset Discovery.
CadentsIQ pulls in vendor updates, end-of-life data, and vulnerability intelligence across your environment, then maps it to the infrastructure you run. No spreadsheets. No six-month lag on critical patches.
Teams manage risk in minutes, stay audit-ready, and plan upgrades with data instead of assumptions.
Insights & Intelligence
Move From Fragmented Signals to Confident Decisions
Ready to move from reactive risk management to proactive lifecycle intelligence?



