AI in the SOC · 24 July–22 October 2026

Product launches

New products, and expansions of existing ones. 83 in the period.

Generated 22 October 2026, 09:21 UTC

Product launches

New products, and expansions of existing ones.

IBM introduces vLLM-Hook MIA plugin for AI monitoring

New plugin lets developers inspect and modify AI generation processes with minimal delay.

Binalyze releases AIR 5.29 digital forensics platform update

Adds improved large file uploads, redesigned Organization Dashboard, relay-aware deployment links, and faster Investigation Hub data transfers.

IBM releases llm-d 1.0 open-source distributed inference framework

Enables reliable, cost-effective serving of large AI models on enterprise infrastructure.

Nebulock launches Agentic Cybersecurity Engineering platform

Unifies threat hunting, detection engineering, insider risk, and alert triage in AI workflows.

Cantina adds Clarion, Connection Panel, Inspector categorization features

Cantina announced apex-flash-1 model two weeks ago and added Clarion chat, Apex Connection Panel, and Amazon Inspector result categorization.

Mars Security launches Co-Hunter Instructions for investigation control

Co-Hunter Instructions let users set standing rules for data sources, workflows, vocabulary applied to every hunt.

Swimlane launches SentinelOne Scan and Analyze Exposed Credentials Agent

The agent hunts exposed credentials on SentinelOne-managed endpoints, uses Hero AI for triage, and runs deterministically without exposing secrets.

Artemis Security launches Detection as Code feature

Detection rules integrate into customer GitHub, GitLab, Bitbucket Cloud, or Cursor Origin repositories via automated pull requests.

Strike48 launches University SOC Program for qualified schools

Free access to agentic orchestration platform for student-run SOCs, cyber labs and classrooms with pre-built L1, L2, Forensic and SOC Manager agents.

Wirespeed adds four platform integrations

OpenVPN Access Server, Jamf Internet Security, Varonis DatAdvantage, and ThreatLocker integrations added.

Backline launches feature routing remediation tickets to individuals

The feature automatically routes security remediation tickets to specific individuals, integrating with Slack, Teams, and Jira.

Elastic launches Context Engine, nightshift and AlertZero AI tools

Context Engine provides AI agents enterprise context; nightshift adds AI SRE incident response; AlertZero automates alert triage and threat hunting.

Crogl releases version 2.12.1 with faster triage and new connectors

Adds Claude 5 and GPT-6 support, Darktrace connector, deeper Microsoft Sentinel integration, scheduled jobs, exports, and Kubernetes deployment.

Dropzone AI launches hunt packs for parallel threat hunting

Hunt packs let AI threat hunting agents run five to ten hunts simultaneously, giving analysts a head start.

Spharaka launches SAGE, a cybersecurity-trained AI model

SAGE is trained on 20 million real-world security events and reasons over tens of thousands of events per incident.

Torq launches REV channel partner program for AI SOC

Torq REV offers partners 100% services margin protection, full channel ownership, and a 10-day path to selling.

Cotool adds Opus 5.5, GPT-6 Sol, GPT-6 Luna to model catalog

Cotool released new models to its catalog alongside sandbox network restrictions, escalation visibility and delivery resend capability.

Imperum launches Cognitio threat actor intelligence capability

Cognitio connects adversary profiles, cross-vendor aliases, MITRE ATT&CK techniques, vulnerabilities and advisories to SOC workflows.

Microsoft puts Azure Maia 200 AI chip into production

Microsoft announces Azure Maia 200 is now in production, with plans to scale to multi-gigawatt deployments by 2027.

Splunk ships Enterprise Security 8.7

New release adds governed response, stronger automation and connected security context.

Rapid7 releases Metasploit Framework 6.5.6

Includes 12 new modules targeting LLMs, Linux privilege escalations, and Windows AARCH64 payloads.

Elastic’s AlertZero puts AI agents to work on security alert overload

Elastic N.V. launched AlertZero, AI agents for security operations that automate alert triage, threat hunting, and forensic analysis within Elastic Security, with customizable human oversight levels.

Bricklayer AI launches Agentic Approvals for security action workflows

The system enables automated containment of threats like compromised workstations after meeting defined criteria.

Simbian launches AI SIEM to augment existing SIEM infrastructure

The solution queries data in place and writes AI-generated verdicts back to incidents without SIEM replacement.

NextSOC launches agentic security operations platform

AI agents investigate and respond across identity, endpoint, cloud, network, email and SaaS without replacing existing stack.

Arctic Wolf adds 13 new integrations to Aurora Superintelligence Platform

New integrations include Cloudflare WAF, Claroty xDome Healthcare and Industrial, ExtraHop, Imperva WAF, Google Workspace, Veeam, Epic, and 1Password.

UnderDefense launches MAXI Service Desk with named analyst access

Provides direct access to assigned SOC analysts, real-time ticket visibility, and product feedback loop.

Intezer revenue triples as enterprise AI security expands

Intezer reported tripled revenue as enterprises deploy AI security tools in live operations, driven by staffing shortages and SOC alert overload pushing automation adoption.

Splunk introduces new Agentic SOC capabilities at SplunkConf26

Capabilities help organizations move faster from signal to action with trusted context, governance and automation.

Rapid7 launches Rapid7 Intelligence, unified threat intel and vulnerability engine

Built on Metasploit and Labs foundation, it monitors threats in real time.

Exabeam releases October 2026 New-Scale platform update

Adds AI-assisted investigation, agent activity visibility, improved reporting and governance with behavioral baselines.

Palo Alto Networks launches Cortex XCOR AI-driven observability platform

Features autonomous response capabilities with AI SRE.

Cylerian's Cyra agent automates platform tasks via chat

Cyra builds client reports and executes scoped actions like isolation or credential reset through conversational sessions.

Spharaka launches Sphere On-Premises with local AI reasoning

SAGE and AuraXP agents run fully air-gapped with 60-120 second investigations.

Splunk releases Cloud Platform 10.6 and Enterprise 10.6

New versions bring more ways to analyze data where it lives, put AI assistance into investigations and simplify platform operations.

UnderDefense introduces MAXI MCP security platform

Enables organizations to retain SIEM data lake while offering AI SOC capabilities, with on-premise deployment for data sovereignty.

Anvilogic launches Enterprise Security Graph for SOC AI agents

The graph integrates detections, feeds, alerts and historical decisions to reduce cold-start problems for AI agents.

Google introduces Gemini 4 Argon frontier intelligence model

Offers 1M token output limit for engineering, knowledge work and cybersecurity; rolling out to defenders via Fairwind Program.

Huntbase launches with 152 hunts, now 207

Self-service threat hunting library with reviewed hunts, growing from 152 to 207 hunts in six days.

Mars Security launches Alert Hunts for cross-tool alert investigation

Investigates alerts across all connected sources with verdict, MITRE mapping, evidence log; no new pipeline needed.

Splunk releases AI Assistant v2 with Agent Mode

New version can take action with Agent Mode, find content with Semantic Search, and learn naming conventions with Teach AI.

Beacon Security integrates with Claude's Compliance API

The integration is available today.

Cantina launches The Brain, shared memory for its agents

The Brain connects identities, devices, repositories and cloud services with operating context and prior investigations.

IBM and Yotta launch sovereign agentic AI platform for Indian organizations

The platform became generally available September 29, 2026, enabling data-resident AI capabilities.

SentinelOne launches Claude Compliance API integration for prompt security

SentinelOne Prompt Security enforces policy on Claude prompts in real time, agentless.

Cotool adds endpoint and cloud investigation reach

Agents can now query Fleet and use Azure CLI, with expanded /hunt-intel commands and per-repository GitHub App routing.

Nebulock releases open-source GATES Method framework

Nebulock's GATES Method, built with its detection team, helps decide when to promote threat hunts to detections; open source.

AiStrike launches AiStrike for Insider Threat

The product autonomously investigates behavioral anomalies and drives governed response across identity, endpoint, cloud, DLP and physical access.

SentinelOne extends Wayfinder coverage across endpoints, identities, and cloud workloads

Microsoft launches reimagined Copilot with Home, Code and Autopilot capabilities

The platform connects existing tools with AI features for building and scaling solutions.

Strike48 launches on-prem agentic SOC appliance for air-gapped deployments

Industry-first appliance for on-prem and air-gapped deployments with local inference, supporting four deployment models including fully air-gapped.

Inside CrowdStrike’s Move To Secure Enterprise Agentic AI

CrowdStrike expands its Falcon platform to secure AI agents, creating new revenue opportunities across endpoint protection, identity management, cloud security, and its agentic security operations center.

Source: forbes.com

BlinkOps integrates with Microsoft Sentinel Data Lake

Direct connection brings Sentinel data into agentic security operations for investigations and response.

Spectrum Security launches Detection Health to find broken rules

Continuously checks every detection against live environment, identifies root cause, and generates customized fixes with human in the loop.

Spharaka launches Signal for OT and ICS security

Passive-first platform offers asset discovery, deep packet inspection, and threat detection for 370+ industrial protocols, deployable air-gapped.

Cylerian releases open-source red team attack datasets for SOC testing

Mission datasets from autonomous AI red team attacks on live enterprise range, with EDR and network telemetry, available for teams to test their own stacks.

Bricklayer AI launches agent-native data plane for enterprise AI agents

The architecture enables persistent, governed access to enterprise-scale data for AI agents.

Tuskira launched Vector autonomous red team agent for attack surfaces

Vector continuously probes external attack surfaces and validates findings against deployed security controls.

Mars Security launches MARS Playbooks for codified investigations

Playbooks run live across SIEM, EDR, identity and cloud environments with version control and run history, powered by federated search.

Splunk rebuilds its platform around agents

Splunk unveiled platform, security and observability enhancements to reposition as a data foundation for the "agentic enterprise," calling it a strategic overhaul rather than routine refresh.

detections.ai launches Nightwatch for detections.ai Enterprise

Nightwatch automates threat intel processing by triaging reports, hunting telemetry, checking coverage and drafting missing detections.

Cotool ships Serval and Lumos integrations, redesigned agent editor

Cotool shipped Serval and Lumos integrations, redesigned agent editor, automatic Slack setup, and new escalation requirements.

SentinelOne launches agentic investigation capability for SOCs

The capability combines always-on AI, evolved analyst functions, and on-call expert systems.

Bricklayer AI launches Model Context Protocol support

MCP provides tools requiring human expertise to yield craft-quality results.

Mars Security launches Real-Time Intel-to-Detection Engine

The engine converts CISA and Mandiant threat advisories into real-time detection capabilities.

Cotool unifies Detection and Response into single Agents workspace

Cotool unified Detection and Response workspaces, added model flexibility, hunt thresholds, and Cloudflare/Auth0/1Password/Tailscale integrations.

Imperum launches Virtus Cerebrum, a private SOC AI brain

The CPU-efficient model learns from analyst dispositions and case outcomes to score alerts before they reach analysts or LLMs.

Wirespeed added Login Security to Coalition Control platform

Login Security monitors login activity 24/7 and automatically terminates sessions for high-confidence threats.

Intezer launches Amplify Hub for partner program

Portal includes deal registration, platform tour, SPIFF submission, training certification, datasheets, and demo lab for hands-on access.

Cantina's Clarion now reads Claude Code telemetry and tracks MCP servers

Clarion feature now reads Claude Code telemetry and turns MCP servers into audited and tracked assets.

CyberfuturistsBy the CyberfuturistsAunoomade using AunooAI in the SOC · 24 July–22 October 2026 · About · Privacy · Consensus · Three horizons

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