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Vendor comparison · 4 companies

7AI, Anomali, Kai and Mave

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7AI, Anomali, Kai and Mave Compared
7AI7AI sells a platform that runs the whole security operations lifecycle as one system: detect, investigate, respond, and hunt.7ai.comAnomaliAnomali sells a security operations platform combining a data lake, threat intelligence and AI agents that triage and investigate alerts.anomali.comKaiKai says it is an agentic AI platform built to fight AI-enabled attacks.kai.securityMaveMave sells an agentic security operations platform that investigates security alerts, answers questions about a customer's security stack, hunts for threats that produced no alert, and carries out governed response actions without ingesting customer data.mave.com
What it sells
  • 7AI Platform[3]Runs the whole security operations lifecycle as one system: detect, investigate, respond, and hunt.
  • 7AI Federated SIEM[5]Connects security sources, including a SIEM and security data lake already in use, and runs detection against them wherever they live.
  • 7AI Threat Hunt[4]Ad hoc and threat intel based hunting.
  • 7AI PLAID ELITE[4]7AI's experts run the platform for the customer, 24x7, with humans on the loop.
  • 7AI DFIR[4]On-demand digital forensics and incident response from senior practitioners.
  • Investigations[3][4]Every alert investigated end to end, with the reasoning shown.
  • Detection[4][5][9]Connect and optimize your detection stack.
  • Response[4][6]From suggestions to remediation on your terms.
  • ThreatStream Next-Gen[2]A product that enriches a security data lake with threat intelligence on actors, infrastructure and campaigns.
  • Anomali Data LakeA data lake that normalizes and stores telemetry from cloud, endpoint, network and identity tools for search and correlation.
  • AURA[1]An agent that triages and investigates security alerts and recommends actions, with consequential actions awaiting human approval by default.
  • Kai Autonomous Defense Platform[4]An agentic AI platform that replaces fragmented tools and silos. It auto-remediates exposures end to end at machine speed.
  • Continuous Threat Exposure Management (CTEM)[7]Runs all five CTEM phases and adds two more. Work is scoped to business applications and units.
  • Cyber Asset Attack Surface Management[9]Resolves the accountable owner for assets. Surfaces assets that endpoint tooling has marked unmanaged.
  • AI-Enabled Cyber Attacks (Mythos)[10]Checks which vulnerabilities are reachable and exploitable, and deploys detection rules while remediation is underway.
  • AI SOC[1]A workflow that moves security alerts from automated triage through to a governed response action.
  • On-Prem SecOps[1]Agentic security operations software built to run inside an organization's own data environment.
  • SIEM Cost, Renewal & Offload[1]A solution aimed at lowering SIEM spending while keeping security coverage in place.
  • Threat Hunting[1]A service that searches a customer's own environment for threats using knowledge of that environment.
  • Detection Engineering[1]Tooling for ongoing adjustment and improvement of detection logic across a customer's existing security stack.
  • Threat Intelligence[1]A capability that turns external threat intelligence into actions carried out across a customer's security stack.
Categories
Headquarters
Boston, United States[2]Redwood City, United States[2]San Jose, United StatesNot stated on its pages
Founded
2024[2]Not stated on its pagesNot stated on its pagesNot stated on its pages
Ownership and funding
Privately held[6]Not stated on its pagesPrivately held[5]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pagesNot stated on its pagesNot stated on its pages
Recent news
  • July 27, 20267AI launched two offerings, Federated SIEM and 7AI Build.[11]
  • July 23, 20267AI launched a global alliance program aimed at partners.[10]
  • June 1, 20267AI launched three capabilities: Threat Hunt, Threat Intel Hunt and Skills.[14]
Not stated on its pages
  • March 10, 2026Kai emerged from stealth with $125 million in funding, led by Evolution Equity Partners with participation from N47 and strategic investors.[11]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen October 23, 2026[4]
  • Gartner Peer Insights: listed, seen October 23, 2026[5]
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Not written yetFrom its own pages, the company sells mainly to SOC and CTI teams. Its pages also list CTI Teams as a role. The marketplace lets buyers trial and purchase threat intelligence feeds from Anomali partners and match intelligence to their organization, industry, geography, and more.From its own pages, the company sells mainly to enterprises. A blog post on its site says it has delivered autonomous security work for enterprises across multiple verticals. Its detection phase names SIEM, EDR, and XDR as the places where it deploys rules. It also says humans control the boundary between autonomous action and human review.Not written yet
Last verified
September 27, 2026September 27, 2026September 27, 2026October 23, 2026

About 7AI

7AI sells a platform that runs the whole security operations lifecycle as one system: detect, investigate, respond, and hunt. Alerts arrive from across the customer's stack, and 7AI categorizes, groups, triages, and reaches a determination on each one, escalating only what needs a person. The agents do the non human work, with humans on the loop.[3][4]

The platform has capability areas named Investigations, Detection, and Response. Investigations is described as every alert investigated end to end, with the reasoning shown. Detection is described as connecting and optimizing the detection stack, and Response as going from suggestions to remediation on the customer's terms. 7AI Federated SIEM connects security sources, including the SIEM and security data lake a customer already runs, and runs detection against them wherever they live. A second service, 7AI DFIR, is on-demand digital forensics and incident response from senior practitioners.[3][4][5]

The home page quotes the CISO of DXC Technology, who reports an 80% reduction in tier 1 analyst time. It also quotes the CISO & CIO of Duck Creek Technologies.[4]

Response runs actions against the tools a customer already owns, and the customer approves what executes. Detection rules in Federated SIEM are mapped to MITRE ATT&CK.[1][3][4][5][7][8][9]

7AI on the record

Sources

7AI full record

  1. [1]7ai.com7AI · 7ai.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Citing the Agentic Security Inflection Point 7AI Raises Largest Cybersecurity A Round in History to Bring AI Security Agents to Enterprises7AI via Business Wire · businesswire.com · published December 4, 2025 · Tier A
  3. [3]The 7AI Agentic Security Platform | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  4. [4]AI SOC Agents & Agentic Security Platform | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  5. [5]7AI Federated SIEM | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  6. [6]Response | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  7. [7]Security Posture | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  8. [8]Threat Hunting | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  9. [9]Detection Optimization | 7AI7AI · undated page, accessed October 23, 2026 · Tier A
  10. [10]7AI Launches Modern, Partner-First Global Alliance Program to Scale Agentic Security Operations7AI · published July 23, 2026 · Tier A
  11. [11]7AI Launches Federated SIEM and 7AI Build, Establishing the Foundation for AI-Native Security Operations7AI · published July 27, 2026 · Tier A
  12. [12]7AI Names Israel Barak CISO as Agentic AI Reshapes Security Operations7AI · published March 23, 2026 · Tier A
  13. [13]After 7 Million Investigations in Production, 7AI Widens the Gap in Agentic Security with PLAID ELITE and 100 New AI Jobs in Boston7AI · published May 26, 2026 · Tier A
  14. [14]7AI Launches Threat Hunt, Threat Intel Hunt, and Skills, Giving Security Teams the Power to Make AI Agents Work Their Way7AI · published June 1, 2026 · Tier A

Anomali full record

  1. [1]anomali.comAnomali · anomali.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Anomali launches threatstream next gen to turn intelligence into action at the speed threats demandAnomali · anomali.com · published May 5, 2026 · Tier A
  3. [3]Anomali | Agentic SOC Platform for Governed Security ActionAnomali · undated page, accessed October 23, 2026 · Tier A
  4. [4]Anomali Security Analytics Reviews 2026: Details, Pricing, & Features | G2G2 · undated page, accessed October 23, 2026 · Tier C
  5. [5]Anomali Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed October 23, 2026 · Tier C

Kai full record

  1. [1]kai.securityKai · kai.security · undated page, accessed September 27, 2026 · Tier A
  2. [2]Kai emerges from stealth with 125m powering machine speed defense to outpace ai enabled adversaries 302708978Kai via PR Newswire · prnewswire.co.uk · published March 10, 2026 · Tier A
  3. [3]kai.securityKai Cyber Inc. · kai.security · undated page, accessed September 27, 2026 · Tier A
  4. [4]Kai Autonomous Defense Platform | End-to-End Agentic Risk ReductionKai · undated page, accessed October 26, 2026 · Tier A
  5. [5]PlatformKai · undated page, accessed October 26, 2026 · Tier A
  6. [6]We Aren’t Building a Better Tool. We’re Rebuilding Security. | Kai AI-Native Autonomous Defense PlatformKai · published March 10, 2026 · Tier A
  7. [7]Continuous Threat Exposure Management | Solutions at KaiKai · undated page, accessed October 26, 2026 · Tier A
  8. [8]Our Story & Manifesto | Kai Agentic AI PlatformKai · undated page, accessed October 26, 2026 · Tier A
  9. [9]Cyber Asset Attack Surface ManagementKai · undated page, accessed October 26, 2026 · Tier A
  10. [10]Mythos | Solutions at KaiKai · undated page, accessed October 26, 2026 · Tier A
  11. [11]Kai Emerges from Stealth with $125M, Powering Machine-Speed Defense to Outpace AI-Enabled AdversariesKai · published March 10, 2026 · Tier A

Mave full record

  1. [1]mave.comMave · mave.com · undated page, accessed October 23, 2026 · Tier A
  2. [2]Terms and conditionsMave · mave.com · published February 15, 2026 · Tier A

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