Use case: AI Cybersecurity Agent

One analyst that never clocks out. You hear about the breach before the attacker does.

An autonomous worker scans your apps, domains, and services around the clock, ranks every finding by real exploitability, and writes the remediation. It escalates the handful that matter and files the rest. It recommends; you approve.

No calls, no retainer, no code. Month-to-month, cancel anytime.

For teams who would rather ship code than wade through a scanner queue at 11pm.

01 Watch

Your whole surface, on a loop

The agent re-scans your apps, domains, and exposed services on the cadence you set, so a new gap is caught the day it opens instead of at the next quarterly audit.

watch

Continuous scans

Exposed services and open ports
Web app and API endpoints
TLS, security headers, and cookie flags
Stale dependencies with known CVEs
Public buckets and leaked secrets
DNS and subdomain takeover risk
  • Web apps, APIs, domains, and cloud config covered in one sweep.
  • Re-runs on your schedule with no manual kickoff.
  • Fresh exposure is flagged the moment it appears.
02 Triage

Real risk, not raw output

Each finding is scored on exploitability and blast radius, then checked against what you already know. Low-signal chatter gets filed, so your queue stays short and the items left are ones you would actually act on.

  • Scored on exploitability, not a bare CVSS number.
  • Duplicates and already-accepted items collapse automatically.
  • You get a ranked shortlist, never a 400-line dump.
triage

Live findings

Admin panel exposed with no authCritical
API key shipped in public JS bundleHigh
Missing HSTS on the login domainMedium
Outdated TLS cipher still offeredLow
Verbose server version bannerInfo
escalate

Workload split (illustrative)

Raw scanner alerts filtered out92%
Attack surface monitored100%
Findings that arrive with a drafted fix88%
Items that need your eyes12%
03 Escalate

The fix, written before you ask

For anything that clears the bar, the agent explains what it found, why it matters, and the exact remediation. It recommends and waits. It never runs a destructive or remediating change on its own.

  • Plain-language writeup with reproduction steps.
  • A concrete fix to hand a dev or apply yourself.
  • Nothing touches production until you approve it.
How it works

Live in days, not quarters

1

Point it at your surface

Hand the agent your domains, apps, and endpoints. It maps what you have exposed and you set the scan cadence.

2

It works the queue

Around the clock it scans, scores findings by real risk, drafts fixes, and drops the noise without bothering you.

3

You approve what is real

Only ranked, verified findings reach you, each with a recommended fix. You decide what gets applied.

24/7
Continuous monitoring
Real-risk
Triage by exploitability
You approve
No destructive actions
What the agent actually does

These are capabilities of the offering, not customer claims.

24/7

Scans your attack surface continuously rather than in one-off audits.

First pass done

Triages and dedupes every finding so you only review what is real.

Approval gated

Recommends each remediation and waits for your go before anything changes.

FAQ

Questions, answered

The system is the full platform and program you run: the scanners, reports, compliance workflows, and the process around them. The agent is a single always-on worker that lives inside that world and does the monitor-and-triage first pass for you. Put simply, the system is the whole security operation; the agent is the analyst inside it that never sleeps and escalates only what matters.

No. The agent only watches, scores, and drafts. It does not run destructive or remediating actions on its own. Every fix is a recommendation that waits for your approval before anything touches production.

It scores each finding on exploitability and blast radius, collapses duplicates, and sets aside items you have already accepted. Instead of a raw dump you get a short ranked list of things worth your time.

Web apps, APIs, domains, exposed services, TLS and header config, stale dependencies with known CVEs, public buckets, leaked secrets, and DNS or subdomain takeover risk. You set the cadence and it re-checks on schedule.

Stop reading scanner dumps

Put an always-on analyst on your attack surface. It does the first pass, drafts the fix, and pings you only when something is real.