Netapprove watches every conversation on your network, learns what "normal" looks like for your business, and surfaces only the anomalies that matter, then takes action automatically. Built on machine learning and large-language-model reasoning, not yesterday’s rule sets.
Three disciplines, one continuous loop. Visibility feeds the AI; the AI feeds containment; containment closes the loop with new ground truth.
You can’t defend what you can’t see. Netapprove fingerprints every device, decodes every protocol, and renders the full conversation graph in real time.
A 7-layer ML ensemble baselines every host, every service, every flow. A Claude-powered reasoner triages alerts in plain English, drastically cutting false positives.
Detection without response is just paperwork. Netapprove ships SOAR adapters that quarantine, block, and hunt, across firewalls, switches, identity, and EDR.
Most "AI security" is a signature engine with a chatbot bolted on. Netapprove starts from the opposite end: the AI is the detector, and every other layer exists to serve it.
Netapprove doesn’t need someone to write a rule for every new attacker technique. It builds a living statistical model of every host, every peer, every service, and every protocol, then lights up when reality diverges.
Every incident gets a plain-English narrative, a confidence score, and a recommended next step, written by a Claude-powered reasoner that has the host’s history, peer behavior, and threat intel at hand. Analysts read stories, not packet dumps.
Netapprove is a full SOAR. When the AI is confident, it can fire a response itself: blocking a flow at the firewall, kicking a session off the wireless via RADIUS CoA, or quarantining an endpoint through your switch fabric.
Every device, every account, every service, correlated by community-id across logs.
Inbound vs outbound arcs, geo-sourced from real flow data, in real time.
Force-directed view of who talks to whom, what protocols, and where the anomalies cluster.
Spots weak ciphers, bad certs, and risky TLS / SSH posture, Remote Access VPN, RDP, IoT / OT and more, integrated by Qsense.
Software banner × CVE matching with NVD & CISA KEV enrichment.
Automatic technique mapping per incident, with coverage heatmap.
Sequence detector that joins recon → C2 → exfil into a single story.
NIST CSF, ISO 27001, PCI-DSS dashboards driven by your real telemetry.
Five built-in adapters. Dry-run by default. Audited end-to-end.
