AI SOC platform
AIOps Control Tower for SOC.
End-to-end AI security operations for the era of AI-powered attacks. Every alert gets a verdict with evidence in minutes. Your engineers make the calls.
Read-only. Replay your own alerts and judge the verdicts yourself.
Case 01 Resolve for SOC
Abnormal login
- 02:10AttackAI phishing steals an admin login. 14 MFA prompts follow.
- 02:14DetectImpossible travel: HCMC, then Lagos, 24 minutes apart.
- 02:14InvestigateSign-in, email, HR and audit logs. 4 sources in 45s.
- 02:16Root causePhishing email, MFA prompt approved, account takeover.
- 02:18ContainedSessions revoked, MFA reset, sender blocked. SOC approved.
Alert to containment 4 min
Human step: one approval
The shift
Attackers run on AI. Most SOCs still run on people.
Speed
Exploits in hours.
23 percent of newly exploited vulnerabilities in the first half of 2026 were hit on or before the day their CVE went public.
Scale
Attacks at volume.
One attacker's AI agents broke into more than 100 company websites, for about $50 in tokens each.
New surface
AI agents as a way in.
Prompt injection, poisoned tools and data leaking through LLMs and MCP servers.
Sources: VulnCheck, State of Exploitation 1H 2026. NorForge research reported by Reuters, October 2026.
Read the full story: AI is attacking the internetHow AI is hacking the world
What AI attackers already do. Documented.
80 to 90%
of the tactical work was done by AI in one state-sponsored campaign against about 30 organizations.
Anthropic, November 2025
- Recon and scanningYour whole attack surface, at machine speedCyber
- Vulnerability discovery and exploit writingApps and APIs, including n-day exploitsCyber
- Credential harvestingAPI keys, secrets and cloud credentialsReview and Resolve
- Lateral movement and exfiltrationInternal systems and dataResolve for SOC
- Supply chain poisoningDependencies, MCP tools, AI coding assistantsReview
Sources: Anthropic, Disrupting the first reported AI-orchestrated cyber espionage campaign, November 2025. Google Threat Intelligence Group, Threat actor usage of AI tools, November 2025.
The gap
Systems change every day. The SOC still works alert by alert.
- ToolsSiloed, one console per sourceOne place for every source
- AlertsMany never investigatedEvery alert investigated
- InvestigationHours per caseMinutes, with evidence
- Exposure testingA yearly pentestTesting on every release
- AI agentsUngovernedZero trust for every agent
- KnowledgeLeaves with peopleKept as company memory
The control tower
An agent at every post. Engineers in the tower.
Think of your company as a fortress that never stops building. New code ships every day, and every release opens new doors. The control tower puts the right agent at every post.
Continuous
Software delivery
Releases keep shipping. Every one passes the gate.
At the gate
Review
Every change checked before production.
On the towers
Cyber
Every release tested. Only proven risk reported.
On the walls
SOC agents
Every alert investigated, with evidence.
On duty
SRE agents
The team acts on a verdict in minutes.
In the tower
Your engineers
They approve and act.
End to end
One loop. Every attack, stopped and learned from.
01
Prevent
Review and Cyber
Risk fixed before release.
02
Detect
Your SIEM and agents
What rules miss, caught.
03
Investigate
Resolve for SOC
Every alert, a verdict.
04
Respond
Your team
One approval. Minutes.
05
Learn
Memory
Sharper every day.
Every case feeds the next.
Attackers use AI. You answer with AI, at every step.
Investigate
Every alert, a verdict with evidence. In minutes.
Resolve for SOC takes each alert from your SIEM, EDR or cloud and works it the way your best analyst would. Your SIEM stays. CloudThinker connects to it and to the identity, endpoint, network, cloud and ticketing tools you already run.
Alerts in
- SIEM alert
- EDR alert
- Cloud alert
Evidence checked
- Identity
- Network
- Endpoint
- Cloud logs
- Similar past cases
Verdict
Real threat or normal business
With the evidence and the blast radius.
Then
- Normal business: closed, with the evidence written down.
- Real threat: your team acts on a plan.
Analyst feedback updates memory, so the next similar alert resolves faster.
Real daily use cases
Six alerts. Six verdicts, with evidence.
01Abnormal login
admin, Lagos NG, 02:14
- No travel on record
- In HCMC 24 min earlier
Real threatRevoke sessionAccount takeover
02Data transfer
db-customer, 48 GB out
- Matches nightly backup
- Goes to company storage
Normal businessClose alertScheduled backup
03Abnormal transaction
312 transfers to 41 payees
- One device, 9 senders
- Payees all < 24 h old
Real threatFreeze accountsFraud ring
04Privilege escalation
svc-deploy to Admin, Sat
- Change ticket approved
- Granted by on-call lead
Normal businessClose alertApproved change
05API abuse
/v1/login, 18K requests
- 4,200 usernames tried
- Known proxy network
Real threatBlock at WAFCredential stuffing
06Suspicious process
encoded script on a laptop
- Signed by IT tool
- Same on 120 laptops
Normal businessClose alertInternal IT tool
From a fintech customer's production use cases. The account takeover was contained four minutes after the alert. The backup alert closed in two minutes, and nobody was paged.
Operating model
Agents carry the volume. Engineers make the calls.
Agents, 24/7
- Investigate every alert
- Simulate attacks daily
- Run playbooks and routine tasks
CloudThinker engineers
- Handle high-severity cases
- Build SOC processes and detections
- Improve the agents every day
Your SOC and CISO
- Set policy and autonomy
- Approve high-impact actions
- Own the risk decisions
Governance
Your data. Your rules. Every action on the record.
SOC 2 Type II.
Independently audited security controls.
Auto Mode.
You decide what runs on its own and what waits for approval.
Sandboxed and masked.
Agent commands run in an isolated sandbox. Secrets and personal data become placeholders before any model sees them.
Replayable.
Every prompt, decision and action is logged for your auditors.
SaaS today. Dedicated and self-hosted deployments are in early access.
Auto ModeRoadmap
Value in 14 days.
Day 0 to 14
Deploy, connect and replay.
Read-only connections. Baseline every metric. Replay recent alerts and judge the verdicts.
Day 15 to 45
Shadow SOC.
Agents investigate live alerts alongside your analysts.
Day 46 to 90
Operate.
Playbooks in approve mode. SOC processes and detections completed.
Beyond
Scale autonomy.
Raise autonomy class by class, on evidence. Extend to new sources.
What SOC leaders ask first.
What is an AI SOC platform?
An AI SOC platform uses AI agents to do the investigation work of a security operations center: triage every alert, pull the evidence from identity, network, endpoint and cloud logs, and return a verdict. CloudThinker's AIOps Control Tower goes end to end. It also checks code before release, tests running apps and APIs, and learns from every case.
What is the AIOps Control Tower?
It's CloudThinker's end-to-end AI security operations for the era of AI-powered attacks. Review checks every change at the gate, Cyber tests every release, SOC agents investigate every alert, and your engineers approve and act from the tower.
How does it help against AI-powered attacks?
AI lets attackers scan, phish and try leaked keys at machine speed. The control tower answers at the same speed at every step: risk fixed before release, every alert investigated in minutes, and every case remembered so the next one is faster.
Does it replace our SIEM, SOAR or EDR?
No. They keep detecting and collecting. CloudThinker connects to them, investigates what they find, and proposes the next step for your team to approve.
How fast is an investigation?
Minutes. In one fintech customer's production case, an account takeover from an AI phishing attack was contained four minutes after the alert, with one approval.
Can the agents act on their own?
Only as far as you allow. Every change goes through Auto Mode, where you decide what runs on its own and what waits for approval. Teams start in approve mode and raise autonomy class by class, on evidence.
How do we start?
With a 14-day replay: read-only connections, your own recent alerts, and you judge the verdicts. If you'd rather start with your exposure, take the free Security Risk Assessment.
Every alert, investigated. Your team makes the calls.
Next step: a 14-day replay on your own alerts. Read-only. Judge the verdicts yourself.