CISO Tribune

Vendor comparison · 2 companies

Mate Security vs Panther

Mate Security is a cybersecurity company that provides an AI-powered Security Operations Center (SOC) platform to help security teams investigate, manage and respond to cyber threats. Panther is an AI SOC platform that ingests and normalizes logs at petabyte scale, lets teams write detection rules in Python, and automatically creates detections using AI and natural language. CISO Tribune files both under AI SOC analysts. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Mate Security
  • Panther
Mate Security vs Panther: Products, Customers and Funding Compared
Mate SecurityMate Security is a cybersecurity company that provides an AI-powered Security Operations Center (SOC) platform to help security teams investigate, manage and respond to cyber threats.mate.securityPantherPanther is an AI SOC platform that ingests and normalizes logs at petabyte scale, lets teams write detection rules in Python, and automatically creates detections using AI and natural language.panther.com
What it sells
  • Gamebooks[4][14]A structured investigation process where AI agents reason and pivot dynamically within every step.
  • Security Context Graph[13]Maps an organization's architecture, crown jewels, exposures, activity and relationships.
  • Agentic Threat Hunting[13]Agents initiate hunts across the environment and write detections to close coverage gaps.
  • AI SOC Agent[6]Runs on a schedule, responds to natural language queries, and takes action with complete context.
  • AI Detection Builder[5]Creates detections using AI and natural language.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesNot stated on its pages
Named customers
  • Bridgewater Associates[2]
  • Lead Bank[2]
  • Merlin Entertainments[2]
  • OCBC[2]
  • AlphaSense[2]
  • Applied Systems[2]
  • Demandbase[2]
  • Water-IT[2]
Not stated on its pages
Recent news
Not stated on its pages
  • June 16, 2026Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity.[7]
  • June 16, 2026Databricks acquired Panther, a startup that works on cyberattack detection.[8]
G2 and Gartner Peer Insights
  • 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 yetTeams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows. Teams without detection engineers can start with the built-in detection library and AI Detection Builder. Panther can run inside the customer's own AWS account, or Panther can operate a managed cloud with the customer's data ingested into a dedicated, isolated environment.
Last verified
October 29, 2026September 27, 2026

Where they overlap

  • AI SOC analysts is the primary category of both Mate Security and Panther.

Where they differ, field by field

  • Mate Security is also filed under SOAR and security automation and Threat intelligence. Panther is also filed under SIEM and Security data lakes and pipelines.
  • Mate Security lists Gamebooks, Security Context Graph and Agentic Threat Hunting. Panther lists AI SOC Agent and AI Detection Builder.
  • Mate Security publicly names Bridgewater Associates, Lead Bank, Merlin Entertainments, OCBC, AlphaSense and 3 more.

How they differ

CISO Tribune files both Mate Security and Panther under AI SOC analysts as the primary category, and the two also differ in their secondary filings. CISO Tribune adds SOAR and security automation and Threat intelligence for Mate Security, and SIEM and Security data lakes and pipelines for Panther. Mate Security sells Gamebooks, a structured investigation process in which AI agents reason and pivot within every step, along with a Security Context Graph and Agentic Threat Hunting. Panther sells an AI SOC Agent that runs on a schedule, responds to natural language queries, and takes action, plus an AI Detection Builder that creates detections from natural language. Panther describes itself as a cloud-native SIEM with detections-as-code and a security data lake behind it.

Mate creates, tunes or deprecates detections based on investigation outcomes. Panther submits tuning changes as reviewable Python code through the customer's existing GitHub workflow, and nothing deploys without human review. On deployment, Panther can run inside the customer's own AWS account or as a managed service in a dedicated, isolated environment.

Mate Security publicly names Bridgewater Associates, Lead Bank, Merlin Entertainments, OCBC, AlphaSense, Applied Systems, Demandbase and Water-IT as customers. On June 16, 2026, Databricks acquired Panther, and Panther's AI SOC workflows and detection-as-code capabilities are being integrated into Databricks Lakewatch.

What it sells: Mate Security

What Gamebooks does[4][14]
A Gamebook is Mate's investigation process, built for AI agents. Mate migrates existing SOAR playbooks into agentic procedures designed for AI-scale attacks. Mate ships Gamebooks for core investigation domains. A customized Gamebook runs through Mate's evals and tests before it goes live.
What Security Context Graph does[13]
Mate's Security Context Graph continuously maps an organization's architecture, crown jewels, exposures, activity and relationships, giving Hunt Agents the context to understand where risk is highest. Mate captures why an analyst made a call, not just the final verdict.
What Agentic Threat Hunting does[13]
Mate extracts IOCs and TTPs, then hunts across every connected tool. Agentic threat hunting prioritizes where to hunt and follows evidence across connected tools as the investigation develops.

What it sells: Panther

What AI SOC Agent does[6]
Panther's AI SOC Agent runs on a schedule, responds to natural language queries, and takes action with complete context. Each investigation pulls from the data lake, detection logic, and connected tools via MCP. Panther runs scheduled threat hunts across the full data lake on a cadence the customer configures. Panther generates new detection rules from natural language, identifies recurring false positives, and submits tuning changes as reviewable Python code through the existing GitHub workflow.

Questions about Mate Security and Panther

What do Mate Security and Panther sell?
Mate Security sells Gamebooks, Security Context Graph and Agentic Threat Hunting. Panther sells AI SOC Agent and AI Detection Builder.
Are Mate Security and Panther in the same category?
Yes. AI SOC analysts is the primary category of both on CISO Tribune.
Which customers do Mate Security and Panther name?
Mate Security publicly names Bridgewater Associates, Lead Bank, Merlin Entertainments, OCBC, AlphaSense and 3 more.
Who are Mate Security and Panther sold to?
Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows.
What have Mate Security and Panther announced recently?
June 16, 2026: Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity.

About Mate Security

Mate Security is a cybersecurity company that provides an AI-powered Security Operations Center (SOC) platform to help security teams investigate, manage and respond to cyber threats. Mate is an agentic cyber defense system that acts across every security use case. Mate grounds AI agents in organization-specific knowledge and validates every decision the agents make. Mate turns an understanding of a customer's organization into what it calls purified knowledge so that AI agents take action across every security use case.[1][10][11][12]

Mate's Security Context Graph continuously maps an organization's architecture, crown jewels, exposures, activity and relationships. Mate captures the context that a customer's tools never recorded, then keeps it sourced, scored and current. Mate captures why an analyst made a call, not just the final verdict. Mate stores data as entities and relationships, and its reason mining engine keeps the underlying reason behind each conclusion.[3][12][13]

Mate collects the artifacts, history, identities and tool outputs that an expert would check. Mate returns a conclusion with an evidence trail that a team can audit and tune. Mate runs data through cleanup, normalization and correlation.[3][12]

Mate checks every action against the customer's environment before it runs. Mate scores every action on Confidence, Precision and Reversibility, and the platform enforces this outside the agent's reasoning loop so that Mate cannot widen its own permissions, hide its actions or grade its own accuracy. Mate describes precision as the smallest action that stops the threat, for example revoking the session while keeping the account. Mate acts on its own only where it has earned the right, measured by proven performance against known-answer cases, and escalates the rest.[3][14]

A Gamebook is Mate's investigation process, built for AI agents. Gamebooks are a structured investigation process where AI agents reason and pivot dynamically within every step, and are customizable to align with a customer's processes. Mate queries tools as a separate flow, with access restrictions for their current task. Mate ships Gamebooks for core investigation domains. A customized Gamebook runs through Mate's evals and tests before it goes live. Customers can write an investigation in plain language, and Mate tests it against past cases, runs it in shadow mode, then waits for sign-off.[3][4]

Mate migrates existing SOAR playbooks into agentic procedures designed for AI-scale attacks. Mate analyzes and migrates playbooks to Mate Gamebooks, and the Gamebooks are validated before activating. A Fortune 500 enterprise SOC migrated 711 SOAR playbooks into 10 Mate Gamebooks.[4][14]

Mate extracts IOCs and TTPs, then hunts across every connected tool. Mate's Hunt Agents receive context from the Security Context Graph to understand where risk is highest. Mate moves through the environment, tunes detections as it goes, and pulls additional logs and context when something looks wrong. Mate correlates every match across tools into one picture, maps it to MITRE and provides a detection ready to deploy. Mate creates, tunes or deprecates detections based on investigation outcomes and contextual changes. Mate uses hunts and investigations to create and tune detections and to update the Context Graph.[3][13]

Blue City is Mate Security's simulated enterprise for testing AI security agents, where business keeps running during an attack and every defensive action has real consequences. Mate's benchmark scenarios build on situations the Mate system resolves in production, rebuilt with synthetic data. Security tools in the benchmark are accessible through the Model Context Protocol (MCP).[3][6][7][9][13][15]

Mate Security on the record

Sources

Mate Security full record

  1. [1]ControlsMate Security · trust.mate.security · undated page, accessed October 29, 2026 · Tier A
  2. [2]mate.securityMate Security · mate.security · undated page, accessed November 3, 2026 · Tier A
  3. [3]AI SOC Platform | Mate SecurityMate Security · undated page, accessed November 3, 2026 · Tier A
  4. [4]Gamebooks | Mate Security PlatformMate Security · undated page, accessed November 3, 2026 · Tier A
  5. [5]Mate emerges from stealth mode with 15 5 million in seed fundingSecurityWeek · securityweek.com · undated page, accessed November 3, 2026 · Tier B
  6. [6]Ryb30q8bgeCTech · calcalistech.com · undated page, accessed November 3, 2026 · Tier B
  7. [7]Mate launches with 15 5m seed to transform security operationsInsight Partners · insightpartners.com · undated page, accessed November 3, 2026 · Tier A
  8. [8]Mate security now available on aws marketplaceMate Security · mate.security · undated page, accessed November 3, 2026 · Tier A
  9. [9]Mate security selected for the 2026 crowdstrike aws nvidia cybersecurity startup acceleratorMate Security · mate.security · undated page, accessed November 3, 2026 · Tier A
  10. [10]Trust Center - matesecurity.ioMate Security · undated page, accessed November 10, 2026 · Tier A
  11. [11]About Mate Security | AI SOC Platform Built on WisdomMate Security · undated page, accessed November 10, 2026 · Tier A
  12. [12]Mate Security | Defend With One Accurate Agentic System DescriptionMate Security · undated page, accessed November 10, 2026 · Tier A
  13. [13]Agentic Threat Hunting for the AI Era: Close the GapsMate Security · undated page, accessed November 10, 2026 · Tier A
  14. [14]Replace SOAR With AI | Mate SecurityMate Security · undated page, accessed November 10, 2026 · Tier A
  15. [15]Blue City: AI Security Agent Benchmark | Mate SecurityMate Security · undated page, accessed November 10, 2026 · Tier A

Panther full record

  1. [1]ProductPanther · panther.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]panther.comPanther · panther.com · undated page, accessed September 27, 2026 · Tier A
  3. [3]Overview | Panther DocsPanther · undated page, accessed October 27, 2026 · Tier A
  4. [4]Security Integrations for Modern SOC Operations | PantherPanther · undated page, accessed October 27, 2026 · Tier A
  5. [5]Panther | The Complete AI SOC PlatformPanther · undated page, accessed October 27, 2026 · Tier A
  6. [6]AI SOC Agent for Alert Triage & Investigation | PantherPanther · undated page, accessed October 27, 2026 · Tier A
  7. [7]Databricks strikes deal to buy Panther Labs in cybersecurity pushReuters · published June 16, 2026 · Tier B
  8. [8]Databricks acquires cyberattack detection startup PantherSiliconANGLE · published June 16, 2026 · Tier B
  9. [9]Security Integrations for Modern SOC Operations | PantherPanther · undated page, accessed November 10, 2026 · Tier A
  10. [10]Orca Security Logs | Panther DocsPanther · undated page, accessed November 10, 2026 · Tier A

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