AI SOC Core Platform

AI SOC Core
For Modern Security Teams.

Build the focused SOC core: security data lake, SIEM, EDR, SOAR, XDR graph correlation, Wazuh migration readiness, and agentic AI response workflows in one platform.

Take the 60-Second Fit Test See How It Works

Security for the agentic era.
Super-safe AI for IT and security.

Introducing AutoSecOps
Core SOC buildout

Full SIEM, EDR, SOAR, XDR, evidence data lake, Wazuh migration path, Agentic SOC, and AI SOC in one focused product direction.

Try the 60-second fit test
Accepted by and connected to

Public sector, defense, AI, and founder ecosystems.

Singularity is building from a network of institutions, accelerators, and technology programs that matter for high-trust security infrastructure.

Cumhurbaskanligi
SSB Savunma Sanayii Baskanligi
HAVELSAN
Teknopark Istanbul
NATO
Founders Inc
Zerobase
NVIDIA Inception
LvlUp Labs
Also shaped by security research across global technology ecosystems and vulnerability work affecting 1B+ users.

Security teams drown in 11,000+ daily alerts. 90% are noise.


The average breach takes 287 days to identify. Unplanned downtime bleeds $260k per hour.


Meanwhile, hardware failures blindside IT teams. Zero predictive strategy.


Singularity AutoSecOps changes everything.

How it Works

An Autonomous SOC -
From Signal to Resolution.

The AutoSecOps Agent continuously monitors your fleet,
predicts hardware failures, and neutralizes threats - all through
an intelligent, self-driving engine.

Continuous Discovery

Real-time telemetry from 300+ data tables via osquery. SMART monitoring predicts disk failures 14 days in advance. Complete visibility across macOS, Windows, Linux, iOS, Android, and cloud.

AI-Powered Prediction

Ensemble forecasting with 5 ML models-Holt-Winters, ARIMA, XGBoost, Linear Regression, and Rule-Based heuristics. 94.2% accuracy for hardware failures and security threats.

Autonomous Response

Host isolation in <5 seconds. Automated patch deployment. 20+ pre-built playbooks for ransomware, data exfiltration, and insider threats. Human-in-the-loop when needed.

Continuous Learning

The Agent improves with every interaction. Historical pattern recognition, custom playbook creation, threat intel integration-87% fewer false positives over time.

🔒 singularity.security/discovery
AutoSecOps Agent

12 devices with disk failure risk >80% detected. 3 within 7 days.

Show me critical ones in Engineering.

7 high-risk SSDs found. Generate maintenance schedule?

Security Overview

2,847 devices monitored · 0 active threats

Threats Blocked

1,247

94.2% accuracy · <100ms response

Predictive Alerts

SSD-ENG-042 Fail: 3 days
CERT-PROD-01 Expires: 7d
FW-DRIFT-19 Policy drift
HOST-MKT-08 Patched
🔒 singularity.security/prediction

Prediction Engine

5 ML models · Ensemble forecasting

Holt-Winters
88%
ARIMA
91%
XGBoost
96%
Linear Reg.
82%
Rule-Based
79%
Ensemble Accuracy 94.2%

Disk Failure Forecast

Failure Zone
●SSD-042: 3d to fail
●BAT-MKT-12: 60% health
●NET-PRD-07: Stable
🔒 singularity.security/response

Threat Containment

Active incident · HOST-ENG-042

0msMalware detected via YARA rule
12msProcess tree analyzed
48msNetwork isolation triggered
92msMalicious files quarantined
4.8sHost fully contained
Host Status
ISOLATED
Network access revoked
Active Playbook
Ransomware Response v3.2
Detect & classify
Isolate host
Kill malicious process
Forensic snapshot
Restore from backup
🔒 singularity.security/learning

🧠 Adaptive Intelligence

Model improves with every interaction

False Positives
↓ 87%11,000 -> 1,430/day
Detection Accuracy
↑ 94.2%from 71.8%
Custom Playbooks
23auto-generated

False Positive Trend (6 months)

11,000/day 1,430/day
New pattern: PowerShell obfuscation v4
Playbook auto-created: DLL sideloading
Model retrained on 47 new threat samples
Outcomes

Measurable ROI You Can
Present to Your Board.

What happens when security becomes proactive
instead of reactive.

$ 2.4M Saved

40-60% Cost Reduction

Replace 3-4 separate tools with one unified platform. Reduce SOC team from 8-12 FTE to 3-4 FTE + Agent.

⚠️ Failure predicted in 14 days

Predictive Maintenance

14-day advance warning for hardware failures. 78% reduction in unplanned downtime. Zero data loss.

73%
faster
1,520 Threats Blocked
12 min Avg. Response

73% Faster MTTR

Mean time to respond reduced from 45 minutes to 12 minutes. 87% fewer false positives.

Cross-Platform Control

One tool for macOS, Windows, Linux, iOS, Android, ChromeOS, and cloud. No blind spots.

SOC 2 ISO 27001 HIPAA GDPR
300+ policies

Zero-Touch Compliance

SOC 2, ISO 27001, HIPAA, GDPR-300+ CIS benchmark policies enforced automatically.

<100 ms

Sub-100ms Threat Response

AI-powered threat neutralization faster than human perception. Self-healing infrastructure.

Threat Intelligence

50+ global CTI feeds.
We see attacks before they start.

AutoSecOps integrates real-time threat intelligence from
50+ global feeds, dark web hunting, and proprietary research.
Every alert is enriched with context before it reaches your team.

# security-ops
4 ⋮
AutoSecOps AGENT Today at 9:42pm
👍 1
AutoSecOps AGENT Today at 9:57pm
👍 1
AutoSecOps AGENT Today at 10:12pm
👍 1
Today ▾
Bruce Wayne Today at 10:12pm
Hey @AutoSecOps show me threat summary for this week
5 replies Today at 10:12pm
Thread
⋮ ✕
Bruce Wayne Today at 10:12pm
Hey @AutoSecOps show me threat summary for this week
5 replies
AutoSecOps AGENT Today at 10:12pm
Across 2,847 endpoints this week:

• 47 threats detected and auto-neutralized (100% contained)
• 12 devices flagged for predictive maintenance (SSD wear)
• 3 policy drift violations auto-remediated

Zero false positives. Zero breaches. Want the detailed breakdown?
👍 1
Bruce Wayne Today at 10:12pm
Show me the SSD wear details
AutoSecOps AGENT Today at 10:12pm
3 SSDs in Engineering exceed 85% TBW. Maintenance auto-scheduled for Friday maintenance window. Backups triggered.

Predictive Maintenance Engine

SMART monitoring, battery health prediction, disk failure detection 14 days in advance. Automated maintenance scheduling saves $4M+ annually.

Autonomous Threat Response

Neural models trained on 1B+ attack patterns. Sub-100ms detection and neutralization. EDR, YARA rules, IoC matching, and self-healing infrastructure.

vCISO - AI Security Leadership

Autonomous red team. Dark web hunting. Board-ready compliance reports. Your AI security team that never sleeps and never misses.

Trusted By

Battle-Proven.
Boardroom-Ready.

AutoSecOps Case Study
Case Study

How Singularity secures
10M+ endpoints globally

“

Singularity allows us to develop much faster than we've ever been used to. The AutoSecOps platform replaced our entire security stack overnight.

Alex Klarfeld
Alex Klarfeld CEO & Co-founder, Supergood.ai
“

Singularity's serverless philosophy is aligned with our vision: no infrastructure to manage, no servers to provision. AutoSecOps just works.

Edouard Bonlieu
Edouard Bonlieu Co-founder, Koyeb
“

The killer feature was predictive maintenance: 14-day failure warnings keep our engineering velocity high. Zero unplanned downtime since deployment.

Léonard Henriquez
Léonard Henriquez Co-founder & CTO, Topo.io
Getting Started

Deploy in minutes. Secured instantly.

1. Connect your fleet

Install the lightweight agent across all devices. Zero-touch enrollment for new devices.

2. Baseline & discover

AutoSecOps scans your environment, builds behavioral baselines, and maps your attack surface.

3. Enable autonomous response

Configure response playbooks and approval workflows. Start with monitoring, escalate to full autonomy.

4. Continuous improvement

ML models improve with every interaction. Predictive accuracy increases. False positives decrease over time.

Security Modules
  • Device Management
  • Predictive AI
  • Threat Response
  • CTI Feeds
  • Vulnerability Scan
  • Compliance
  • Identity (IAM)
  • Reports

Fleet Enrollment

0Devices Connected
100%Enrollment Rate
3 secAvg. Install Time
ENG-WS-001macOS 15.2✓ Connected
PROD-SRV-042Ubuntu 24.04✓ Connected
MKT-LAP-019Windows 11⟳ Enrolling...
EXEC-MOB-003iOS 18.1✓ Connected

Environment Baseline

Scanning environment...
300+ telemetry tables discoveredMapped
2,847 device baselines establishedComplete
Attack surface: 14 entry pointsReview
Network topology mappedComplete

Response Playbooks

Ransomware ResponseAutonomous
Data ExfiltrationAutonomous
Insider ThreatHuman-in-loop
DDoS MitigationAutonomous

Global CTI Feeds

HighNew APT28 infrastructure detected12m ago
MedLog4j variant scanning in EU-West1h ago
LowSuspicious DoH provider identified3h ago

Vulnerability Management

12Critical
47High
128Medium
CVE-2024-38063CriticalWindows TCP/IP
CVE-2024-43451HighMSHTML Spoofing
CVE-2024-38109HighWindows Kernel

Compliance Posture

SOC 2 Type II

92%

ISO 27001

78%

HIPAA

100%

Identity Access Management

AK
Alex KlarfeldAdmin · MFA Enabled
Low Risk
EB
Edouard BonlieuUser · Session Active
Low Risk
LH
Léonard HenriquezDeveloper · Impossible Travel
High Risk

Monthly Security ROI

Cost Savings (Est.)
$1.2M
Efficiency Gain
74%
MTTR Improvement
88%
NowDetection accuracy reached 94.2% peak
1d agoZero-touch compliance report generated
Use Cases

Built for every security stakeholder.

CISO

Strategic Security Governance

Board-ready security reports, risk quantification in dollars, compliance posture at-a-glance. Security score improved from 74 to 87 this quarter.

SOC Analyst

Eliminate Alert Fatigue

87% false positive reduction via ML filtering. Automated investigation, enrichment, correlation. One-click containment actions.

IT Operations

Proactive Device Management

14-day advance warning for hardware failures. Automated patching. Self-service maintenance scheduling across 10M+ endpoints.

Deployment Options

Flexible deployment. Your infrastructure.

cloud.singularity.security
AutoSecOps Agent
Show fleet health status
2,847 devices healthy. 3 require attention.
View Predictive Alerts
Analyzed in 0.8s

SSD-ENG-042 predicted failure in 3 days. Backup triggered.

Ask AutoSecOps...
Good Afternoon, Bruce

Cloud-Hosted (SaaS)

We manage the infrastructure. You focus on security. 99.9% uptime SLA.

Deploy Cloud
on-prem.singularity.local
AutoSecOps Agent
Run compliance audit for SOC 2
412 controls assessed. Zero exceptions found.
Generate Board Report
Audit complete

SOC 2 Type II certified. Evidence auto-collected. Report ready.

Ask AutoSecOps...
Good Afternoon, Bruce

Self-Hosted (On-Prem)

Full data sovereignty. Air-gapped environments. Your infrastructure, your rules.

Deploy Self-Hosted
Comparison

SOC Core Consolidation.
Without Tool Sprawl.

Bring SIEM, EDR, SOAR, XDR graph reasoning, security data lake evidence, and AI analyst workflows into one focused operating layer.

Capability
AutoSecOps
Traditional SIEM SOAR Only EDR Only
Security Data Lake / Evidence Core Evidence Layer Often externalized Workflow logs only Endpoint scoped
Detection Engineering (SIEM) First-class Rule Lifecycle Native but siloed Depends on SIEM Endpoint-focused
Endpoint Response (EDR) Telemetry + Response Needs EDR connector Triggers external action Native but isolated
SOAR Automation Built into SOC Loop Add-on or external Native but no data lake Limited actions
XDR Graph Correlation Cross-Signal Graph Search-heavy Workflow-heavy Endpoint-heavy
Agentic / AI SOC Investigation + Action Assistant layer Playbook layer Endpoint assistant
Take the 60 Second Fit Test
Pricing

Build the SOC core first. Expand only where it strengthens detection.

Most Popular

Growth - $12/device/mo

The Shield Bearer. Complete security for growing organizations.

Get Started

Everything in Starter ($8/mo), plus:

  • Identity Management (SSO/SCIM)
  • OS Updates & Patch Management
  • Application Deployment
  • Vulnerability Scanning & Dark Web Monitoring
  • 10 CTI Feeds + Virtual CISO (Basic)
  • SOC 2, HIPAA, GDPR, ISO Compliance

Scale - Custom Pricing

The Iron Fortress. Enterprise-grade with dedicated support.

Contact Sales

Everything in Growth, plus:

  • Predictive Maintenance AI (14-day forecasting)
  • 50+ Global CTI Feeds & Full vCISO
  • Continuous Penetration Testing
  • Self-hosted / Air-gapped Deployment
  • Dedicated Security Engineer + 24/7 Phone
  • Volume Discounts & 2-Year: 25% off
Full Capabilities

Included in Every Plan

SOAR Response Automation

Controlled playbooks execute containment, escalation, enrichment, and remediation steps.

Security Data Lake

Normalize alerts, events, endpoint telemetry, and evidence for investigation and audit trails.

EDR Telemetry Core

Collect endpoint process, network, file, identity, and response signals for SOC workflows.

XDR Graph Correlation

Connect endpoint, identity, cloud, network, SaaS, exposure, and threat intelligence context.

AI SOC Analyst Loop

Use agentic triage, investigation summaries, action proposals, and proof-gated claim tracking.

API & Integrations

Full REST API and native integrations with your existing SIEM/SOAR.

vCISO AI Assistant

Board-ready reports and autonomous security architecture guidance.

Global Compliance

Automated drift detection for SOC 2, HIPAA, GDPR, and ISO standards.

Pre-Seed to Series A?

Early-stage startups get 50% off for 12 months to accelerate to enterprise deals.

Apply to Startup Program
Enterprise Ready

SOC 2 in 14 Days.
Your competitors
take 6 months.

Data Sovereignty

Self-hosted or cloud. Your data never leaves your control. Air-gapped deployments supported.

End-To-End Encryption

Your data is encrypted in transit and at rest. Always.

SOC

SOC 2 Type 2

Independently audited for security, availability and confidentiality.

21-Minute Response Time

Direct access to security researchers. Slack, Teams, or phone. No tickets, no waiting.

Integrations

Native integrations. Zero friction with your existing stack.

SIEM / SOAR

Connect to Splunk, Elastic, Sentinel, Chronicle. Bi-directional threat data sync.

Identity & SSO

Okta, Azure AD, Google Workspace, Ping Identity. SAML, OIDC, SCIM. Zero-trust access.

Cloud & Ticketing

AWS, GCP, Azure, Kubernetes. Jira, ServiceNow, Zendesk integration for automated workflows.

AEO Ready

Direct answers for security buyers and AI search.

Singularity AutoSecOps is an AI SOC and Agentic SOC core that consolidates security data lake evidence, SIEM detections, EDR telemetry, SOAR playbooks, XDR graph correlation, Wazuh migration readiness, and automated analyst workflows.

Best fit

Security teams, MSSPs, and enterprises that need a focused SOC core instead of stitched-together tools.

Core outcome

Unified ingestion, stronger detections, faster triage, explainable XDR correlation, and automated response.

What it replaces

Standalone SIEM, EDR, SOAR, XDR investigation, evidence storage, detection engineering, and SOC automation workflows.

Evaluation path

Validate one ingestion path, one detection pack, one endpoint response, one SOAR playbook, and one XDR graph.

FAQ

Frequently Asked
Questions

AutoSecOps is focused on the core security operations layer: security data lake, SIEM, detection engineering, EDR telemetry, SOAR playbooks, XDR graph correlation, Agentic SOC, and AI SOC workflows.

It is the combined SOC core. SIEM, EDR, SOAR, and XDR are treated as connected parts of one workflow: ingest evidence, detect risk, correlate signals, investigate with AI, and execute controlled response actions.

Wazuh compatibility is handled as a migration-readiness path: parity mapping, source inspection, telemetry alignment, and proof-gated claims before public replacement messaging is unlocked.

Identity threat, cloud posture, network detection, SaaS security, exposure management, and threat intelligence stay lightweight context modules for the SOC core. Full CNAPP, full NDR, full GRC, BAS, marketplace, and billing are later phases.

Strong claims stay locked until the relevant proof gate passes. Each core area needs tests, performance evidence, proof artifacts, SHA256-tracked outputs, and clear claim impact before the website uses market-leader language.

60 Second Test

Build The SOC Core.
Then Automate The Response.

Start with the focused SIEM, EDR, SOAR, XDR, security data lake, Agentic SOC, and AI SOC path. Keep broad claims locked until the proof gates pass.

60 Second Test Contact Sales