Cycurion Habit · The AI SOC

Knows your habits. Breaks theirs.

Habit connects to the tools you already run, learns what normal looks like, and triages, verifies and shuts down whatever breaks pattern, with human analysts behind it around the clock.

Overview

What happened while I was away?

One number, how it moved this week, what is likely malicious, and the short list that needs you.

OverviewWhere things stand
6
▲ 1 in 7 daysOpen signals
2Likely malicious
2Unseen
5Auto-closed this month
9.0dMedian time to close

Since Sunday 5:51 AM, Habit logged 120 actions and opened 4 signals.

Needs you

  • Impossible travel: login from Lagos 14 minutes after Dallas94%
  • MFA disabled on Global Admin account88%
  • New OAuth app granted mail.readwrite scope71%

Why Habit

Security is a behavior problem. So we named it after one.

Signatures catch what someone has already seen. Habits catch what is different. Habit works on three of them at once.

Your habits.Who logs in when. Which service talks to which. What normal traffic looks like at 3 a.m. Habit builds a living baseline for every identity, endpoint and workload.
Their habits.Attackers are creatures of habit: same tools, same moves, same order. Habit knows the playbook, mapped to MITRE ATT&CK, and recognizes it on the first move, not the fifth.
Our habit.Test, verify, fix. Habit’s AI red team attacks your environment first, finds the path before an attacker walks it, and proves every fix held.

The Habit loop

A pattern break is the cue. A lower risk score is the reward.

  1. LearnBaseline every identity, device and workload.
  2. DetectFlag the moment anything breaks pattern.
  3. TriageThe AI SOC investigates. Analysts take what needs a human.
  4. VerifyProve the threat is real, and later that the fix held.
  5. RemediateContain, patch and close the path.
  6. ScoreRe-rank risk and feed the next loop.

Then Habit learns from it and runs again.

Inside Cycurion Habit

Every screen answers one question.

01 · SignalsWhat needs attention, and in what order?

Every signal on one board. Each card carries a threat probability, so the likely-malicious ones are obvious at a glance. Prefer rows? Switch to the list, or search the raw logs from the same bar.

SignalsOctober 2026
Security alert: Impossible travel: login from Lagos 14 minutes after Dallas
6Waiting on you
5Autoclosed by Habit
3Closed by human
1Accepted risk

Waiting on decision

  • Impossible travel: login from Lagos 14 minutes after Dallas94%k.ramirez@acme-med.com · Oct 26
  • MFA disabled on Global Admin account88%admin@acme-med.com · Oct 26
  • New OAuth app granted mail.readwrite scope71%acme-med.com · Oct 26

This month: 15 signals · 6 open · 56% autoclosed

02 · Signal threadWhat is the story behind this alert?

Each signal is a thread: what the source reported, what Habit correlated and recommends, and what your team did about it. Then one decision.

Likely malicious94%
MS
MicrosoftOct 26, 10:51 PM

Impossible travel: login from Lagos 14 minutes after Dallas.

H
Habit AI analyst11:21 PM

Correlated with 2 prior sign-ins from the same ASN (MTN Nigeria). The Dallas session is still active. Recommendation: revoke all sessions and force a password reset.

DA
Your team12:21 AM

Reached out to Karen, she is traveling but not in Lagos. Revoking sessions now.

H
Habit AI analyst

How do you want to handle this?

Run investigationContain assetClose it out: Resolve · Accept risk
03 · IdentitiesWho and what is Habit protecting?

Every person, service account and AI agent, with where it comes from, the device it runs on, its open signals and when it was last seen. A disabled account never passes for an active one.

Identities13 active · 1 disabled
8Human
2Service
4AI agent
  • ★ k.ramirez@acme-med.com1Human Microsoft 365 · last seen Oct 27
  • ★ admin@acme-med.com1Human Microsoft 365 · last seen Oct 26
  • svc-backup@acme-med.com0Service Microsoft 365 · last seen Oct 27
  • WS-01421AI agent Windows endpoint · last seen Oct 27
  • LT-00210AI agent macOS endpoint · disabled

Numbers on the right are open signals.

Attack mode

Click the crossed swords. Habit goes on offense.

One click turns Habit from defender to attacker. Pick any endpoint running the Habit agent and see every technique Habit has run against it, mapped to MITRE ATT&CK. When a finding needs hands on the keyboard, request a shell from the same screen.

WS-0142WS-0143SRV-DB01
  • Kerberoasting service accountsT1558.003Oct 27, 12:48 AM
  • Credential dumping from LSASST1003.001Oct 27, 12:33 AM
  • PowerShell download cradleT1059.001Oct 27, 12:15 AM
  • Lateral movement over SMB to SRV-DB01T1021.002Oct 26, 11:45 PM
  • Disable Defender real-time protectionT1562.001Oct 26, 9:39 PM
WS-0142 ~ $Request shell

The red team you never had to schedule: the attacker’s moves, run on your own machines first, so the gaps show up in Habit instead of an incident report.

How Habit works

Signals in. Verified action out.

Six kinds of data go in. Three layers decide what is real. Four things come out.

01 · Data in

IdentitiesUsers, groups, privileges, authentication
Endpoint telemetryProcess, behavior, detections, configuration
Threat intelIOCs, TTPs, adversary activity, exploit data
IoT signalsIoT and OT devices, sensors, operational tech
SIEM dataLogs, events, alerts, correlations
User inputInvestigations, observations, manual tags

02 · The Habit engine

Exploded schematic of the Habit engine, three layers on a base
  1. AnalyzeCorrelate signals, assess exploitability, apply environment context, prioritize real risk.
  2. VerifyEvidence-based analysis, real-world exploitation, false positive reduction, continuous enrichment.
  3. PrioritizeActionable intelligence, business context, remediation pathways, compensating controls.

03 · What you get

Prioritized riskRisk score, business impact, attack path context, ranking
Remediation guidanceStep-by-step actions, compensating controls, validation criteria
Autonomous responseIsolate, contain, mitigate, policy enforcement
Environmental contextAsset relationships, dependencies, criticality, real-time state

Consolidate

Old habits. Retired.

Habit replaces the stack you inherited with one operation, one console and one number leadership can track.

An AI SOC with people behind itAnalysts on the calls that need judgment, around the clock.
Attacks firstAn AI red team finds the path, then proves each fix held.
Unlimited incident responseIncluded, with no hourly or per-incident fee.
Works with what you ownConnects to your endpoint protection, or brings its own agent.
Behavioral baseliningContinuous models of normal for users, hosts, services and cloud.
Email securityProtection for the channel most attacks start in.
BackupMicrosoft 365, Google Workspace and AWS S3.
Security help deskAn inbox for security concerns, answered by the team behind Habit.

Works with

Cycurion FathomSee how Habit behavior joins Panoptic exposure to predict the attack path.Cycurion PanopticSee how every asset is scored and every fix ranked.

Predict. Protect. Prevail.

Make it a Habit.

Book a demo and watch Habit work, from pattern break to proof of fix.

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