Every surface. One platform. The dots, connected.
Point tools at your stack and you get a pile of findings — per scanner, per surface, duplicated and unranked. TensorShield unifies them: one issue from many signals, weaknesses that chain into attack paths, and a queue that's real risk instead of noise.
cross-scanner dedup · cross-surface attack paths · grounded, never guessed
Findings are data. Connections are insight.
One issue, many signals
The same CVE flagged by three scanners is ONE issue, confirmed by three sources — not three rows. Findings collapse by CVE (or rule + location) into a single row carrying the worst severity and every tool that saw it.
Attack paths across surfaces
A leaked key in code, an exposed host, a cloud admin role — separately they're medium findings. TensorShield bridges them on a real shared identifier into the chain that reaches a crown jewel, and shows it as one path.
Triage, not noise
Multi-tool-confirmed issues rise to the top; the rest is de-duplicated away. Ignore a false positive or accept a risk with a reason — it's recorded, reversible, and off your queue.
What's under attack right now
When an in-app firewall / RASP sensor observes an attack hit one of your endpoints in production, TensorShield matches it to the finding behind it and flags the issue under active attack — observed-in-the-wild is the strongest exploitability signal, so what's actually being hit jumps the queue.
Three medium findings on three surfaces. One critical path — drawn only because each hop shares a real, concrete identifier. That's the difference between a list and an answer.
Connections you can trust, not correlations you can't.
Links only on real evidence
An attack-path hop is drawn only when two findings share a concrete identifier — a key, an ARN, a host. Never an inferred or guessed connection.
Built on best-in-class OSS
The detection underneath is the leading open-source scanners. The platform correlates on top — it adds no black-box detector, only connects what the tools already proved.
Crown-jewel aware
Paths terminate at what matters — a cloud account with admin access, a privilege-escalation finding — so you see blast radius, not just a list.
Every surface, one pane
Code, dependencies, containers, cloud, web, APIs, identity & SaaS — discovered, scanned, and correlated into a single prioritized view.
Stop triaging lists. Start fixing what matters.
Connect your stack and watch the noise collapse into a handful of real, prioritized, connected issues.