The Dwell-Zero Autonomous SOC
Detect, triage, and contain threats in minutes — not months — so attackers never reach your data.
Threats move in minutes. Alerts pile up by the thousand. Analysts can’t keep pace.
Alert fatigue is constant
SOC teams field roughly 960 alerts a day, and nearly half are false positives. Real threats sit unseen in the noise while analysts chase ghosts.
The analysts aren’t there
A multi-million-person workforce gap leaves teams understaffed — 67% report a shortage. Manual triage simply doesn’t scale to the volume.
Breaches outrun response
Attackers can exfiltrate or encrypt in hours, yet the average breach still takes 241 days to identify and contain.
The cost of inaction: the average data breach now costs $4.44M — rising to $5.56M in financial services and $7.42M in healthcare.
Sources: IBM Cost of a Data Breach 2025; State of AI in Security Operations; ISC2 Cybersecurity Workforce Study. Figures shown as illustrative benchmark ranges.
Speed and signal volume are exactly where agents win.
Security operations is among the best-suited domains for agentic AI — measurable outcomes, structured telemetry, and standardized playbooks. The economics now favor acting first.
average cost of a data breach — financial $5.56M, healthcare $7.42M
cut from the breach lifecycle by AI & automation, saving ~$1.9M per incident
of security alerts are false positives; ~40% are never investigated
global median attacker dwell time before a breach is detected
Sources: IBM Cost of a Data Breach 2025; Mandiant M-Trends 2025; State of AI in Security Operations; Microsoft / Omdia State of the SOC; Gartner (2025). Illustrative benchmark ranges.
One autonomous SOC, two decision-first pillars.
A team of always-on AI agents watches every signal, triages it in real time, and contains confirmed threats — escalating only what genuinely needs a human.
Real-Time Threat Correlation & Autonomous Triage
Agents ingest SIEM, EDR, IAM and cloud telemetry, correlate it into incidents mapped to MITRE ATT&CK, and score every alert by risk and confidence — auto-closing noise and investigating what’s real.
Orchestrated Containment & Response
For confirmed threats, agents run graded response: low-risk actions autonomously, high-impact and destructive containment on human approval — collapsing time-to-contain.
Outcome: dwell time and MTTR fall toward zero, while scarce analysts focus only on real threats.
Turn alert noise into a short list of real threats.
Ingest & correlate
Stream telemetry from SIEM, EDR/XDR, IAM, cloud and network; stitch related signals into single incidents mapped to MITRE ATT&CK.
Score risk & confidence
Enrich with threat intel and asset context; rank by severity, blast radius and confidence — and auto-suppress false positives.
Surface a live threat queue
Analysts see one always-current, prioritized queue, so effort flows to the incidents that actually matter — not the noise.
Illustrative alert volume, per day
Sources: State of AI in Security Operations; Microsoft / Omdia State of the SOC. Illustrative volumes.
From detection to containment — in one orchestrated motion.
When a threat is confirmed, every minute of dwell time is data at risk. Agents act in the safe lane; humans approve the rest.
Detect
Correlated signals confirm a true threat on a user, host or workload.
Triage
Risk, blast radius and confidence are scored; the incident is enriched and prioritized.
Contain
Low-risk actions run autonomously — isolate host, revoke session, block IP. Destructive actions wait for approval.
Resolve
The threat is remediated, the case is closed, and an immutable evidence trail is logged.
Why it works: organizations using AI and automation cut the breach lifecycle by 80 days and saved ~$1.9M per incident. Collapsing time-to-contain shrinks the window for exfiltration.
Background agents do the watching. A front-line copilot works with your analysts.
Telemetry Ingestion
Streams & normalizes SIEM, EDR/XDR, IAM, cloud and threat-intel feeds in real time.
Detection & Correlation
Stitches signals into incidents and maps them to MITRE ATT&CK.
Risk Scoring & Triage
Scores priority and confidence; suppresses false positives.
Response Orchestration
Runs graded containment via SOAR, EDR & IAM; opens & updates tickets.
Evidence & Audit
Captures an immutable timeline and drafts regulator-ready evidence.
— orchestrated handoff —
Incident-Room Copilot
It briefs the SOC, joins the incident bridge, surfaces live context, drafts response actions for approval, narrates the timeline, and prepares the exec or board breach briefing — so analysts stay on judgment, not console-hopping.
Your team supervises. The agent team operates.
An always-on agentic team runs detection, triage and low-risk response around the clock. Humans own judgment and approve every high-impact or destructive action.
- Monitor all telemetry in real time
- Correlate and triage every alert
- Suppress false positives continuously
- Execute low-risk containment
- Log evidence and keep tickets current
- Set detection strategy and guardrails
- Approve high-impact & destructive actions
- Lead complex incident response
- Own regulatory & board decisions
The incentive: faster containment, less alert fatigue, and scarce analysts focused on real threats — without growing the team. Human-on-the-loop.
Every security signal, correlated into one live threat picture.
Real-time, least-privilege integration across your security and data stack — correlated continuously and surfaced exactly when it matters: active incidents, incident bridges, and board or audit reviews.
Detection data
Splunk · Microsoft Sentinel · Elastic
Endpoint & response
CrowdStrike · SentinelOne · Defender · Cortex XSOAR · Tines
Identity & context
Okta · Entra ID · AWS/Azure/GCP · threat-intel feeds
One always-current view per incident
Signals correlated, scored and prioritized in real time — with blast radius and recommended actions.
Surfaced live in
Active incidents
Live context, asset blast radius and recommended actions.
Incident-bridge calls
A shared, narrated timeline on the war-room call.
Board & audit briefings
Impact at a glance and evidence on demand.
Delivered by the Incident-Room Copilot: live context in the war room — no console-hopping, no stale exports.
Six response workflows your agents operationalize.
Phishing & BEC response
Detects malicious mail, claws back delivered messages, and disables compromised inboxes.
Identity threat & account takeover
Spots anomalous logins and session theft; revokes tokens and forces step-up authentication.
Ransomware containment
Isolates infected hosts and blocks lateral movement before encryption spreads.
Cloud misconfiguration remediation
Flags risky exposure and drift; opens fixes or auto-remediates low-risk changes.
Vulnerability & exposure prioritization
Ranks exploitable, internet-facing risk by real-world threat context.
Compliance evidence collection
Assembles audit-ready evidence and incident timelines for DORA, PCI and SOC 2.
Outcomes the security organization feels fast.
Dwell time & MTTR collapse
Detection-to-containment shrinks from days to minutes as agents act in the safe lane.
Alert fatigue, gone
Auto-suppression clears the ~46% false-positive load so analysts see only real threats.
Contain before data is lost
Faster response shortens the window attackers have to exfiltrate or encrypt.
Scale without hiring
Agents absorb 24/7 monitoring and triage, easing a multi-million-person workforce gap.
Audit-ready by default
Immutable evidence and timelines support DORA’s 4-hour reporting, PCI and SOC 2.
Analysts on real work
Scarce talent shifts from console-watching to threat hunting and complex response.
Layered onto your stack — live in weeks, not quarters.
Connect
Wire up SIEM, EDR/XDR, IAM, cloud and ticketing via least-privilege access.
Correlate
Baseline normal, tune detections, and stand up risk & confidence scoring.
Respond
Define graded playbooks and approval gates for high-impact actions.
Assist
Roll out the Incident-Room Copilot for briefs, bridges and case updates.
Optimize
Feed analyst decisions back to sharpen detection and reduce noise.
Plugs into your stack
SIEM
Splunk · Sentinel · Elastic
EDR/XDR & SOAR
CrowdStrike · Defender · XSOAR · Tines
IAM & cloud
Okta · Entra ID · AWS/Azure/GCP
Ticketing
ServiceNow · Jira
Governance & safety: human approval gates for destructive actions, an immutable audit trail, explainable decisions and least-privilege access — aligned to SOC 2, PCI-DSS, GDPR, DORA, NIST CSF, ISO 27001 and HIPAA/GLBA.
Turn your existing telemetry into autonomous detection, triage and response.
The Dwell-Zero Autonomous SOC collapses dwell time and MTTR — with humans approving every high-impact action.
Celthrac — incubating agentic AI for regulated, data-rich industries. EU-native, ISO 27001-ready, human-on-the-loop.