CISO Tribune

Vendor comparison · 2 companies

Exaforce vs Panther

Exaforce sells a platform built on a unified data layer and real-time knowledge graph, with agents that help security teams detect, triage, investigate, and respond to 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 and SIEM. 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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  • Exaforce
  • Panther
Exaforce vs Panther: Products, Customers and Funding Compared
ExaforceExaforce sells a platform built on a unified data layer and real-time knowledge graph, with agents that help security teams detect, triage, investigate, and respond to threats.exaforce.comPantherPanther 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
  • Exabot Triage[1][4]Investigates security alerts and classifies them.
  • Exabot Investigate[1][6]Supports natural language search and visual exploration for investigations.
  • Exabot Respond[1][7]Executes response across endpoint, identity, IaaS, SaaS, and email.
  • 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
Privately heldNot stated on its pages
Named customers
Not stated on its pagesNot 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
November 6, 2026September 27, 2026

Where they overlap

  • AI SOC analysts is the primary category of both Exaforce and Panther; both are also filed under SIEM.

Where they differ, field by field

  • Exaforce is also filed under MDR and managed SOC and AI model and agent security. Panther is also filed under Security data lakes and pipelines.
  • Exaforce lists Exabot Triage, Exabot Investigate and Exabot Respond. Panther lists AI SOC Agent and AI Detection Builder.
  • Exaforce is privately held.

How they differ

CISO Tribune files Exaforce under AI SOC analysts, MDR and managed SOC, SIEM, and AI model and agent security, with AI SOC analysts as its primary category. CISO Tribune files Panther under AI SOC analysts, SIEM, and security data lakes and pipelines, also with AI SOC analysts as its primary category. Exaforce sells Exabot Triage, Exabot Investigate and Exabot Respond, and its Exabot Detect monitors IaaS and SaaS environments. Exaforce lets customers run the platform with an in-house team, or have Exaforce run it with its analysts and Exabots working as an extended SOC. Panther sells an AI SOC Agent and an AI Detection Builder, and it describes itself as a cloud-native SIEM with detections-as-code. Panther uses a security data lake architecture that provides long-term retention.

Exaforce builds on a data layer that ingests logs and configuration across identity, cloud, endpoint, code, and SaaS, using agentless, API-based connectors. Exaforce says many teams deploy Exabots alongside their current SIEM, EDR, and security stack. Panther lets teams write detection rules in Python, and its agent proposes tuning changes as reviewable code through the customer's existing GitHub workflow. Panther can run inside the customer's AWS account, or Panther can operate a managed cloud with the customer's data ingested into a dedicated, isolated environment.

On ownership, Exaforce is privately held. Panther was acquired by Databricks on June 16, 2026. Panther's AI SOC workflows, 100+ integrations, and detection-as-code capabilities are being integrated into Databricks Lakewatch.

What it sells: Exaforce

What Exabot Triage does[1][4]
Exabot Triage investigates security alerts across SIEM, EDR, phishing tools, and Exaforce detections. Exabot Triage classifies alerts as False Positive, Benign, or Needs Investigation.
What Exabot Investigate does[1][6]
Exabot Investigate supports natural language search, visual exploration, and simplified queries across data sources. Exabot Investigate operates independently of any SIEM. Query Builder in Exabot Investigate combines behavioral events and configuration context into a single query.
What Exabot Respond does[1][7]
Exabot Respond executes response across endpoint, identity, IaaS, SaaS, and email, with out-of-the-box playbooks for common scenarios. Customers can build custom workflows in a visual drag-and-drop builder using nodes for conditions, actions, approvals, AI reasoning, loops, and branching. Automation Agents can run workflows autonomously or with human approvals.

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 Exaforce and Panther

What do Exaforce and Panther sell?
Exaforce sells Exabot Triage, Exabot Investigate and Exabot Respond. Panther sells AI SOC Agent and AI Detection Builder.
Are Exaforce and Panther in the same category?
Yes. AI SOC analysts is the primary category of both on CISO Tribune.
Who owns Exaforce and Panther?
Exaforce is privately held.
Who are Exaforce and Panther sold to?
Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows.
What have Exaforce 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 Exaforce

Exaforce sells a platform built on a unified data layer and real-time knowledge graph, with agents that help security teams detect, triage, investigate, and respond to threats. Four Exabots cover detection, triage, investigation, and response on a unified, real-time view of the customer environment. Exaforce lets customers run the platform with an in-house team, or have Exaforce run it with its analysts and Exabots working as an extended SOC.[1][3][4][5]

Exaforce pairs its agentic AI with a global team of experts to deliver MDR. The global Exaforce SOC pairs responders with agentic AI to deliver hands-on monitoring, investigation, and containment around the clock.[5]

Exaforce builds on a dedicated data layer that ingests logs and configuration across identity, cloud, endpoint, code, and SaaS. Exaforce ingests logs, alerts, and telemetry from over 100 sources, including GitHub and Google Workspace, and normalizes them into a single security data layer. Exaforce stores all raw data in real time, then normalizes and enriches telemetry. Exaforce's data platform uses storage tiering to keep hot data accessible while retaining full history for audits. Exaforce connects through agentless, API-based connectors that pull telemetry from cloud, identity, SaaS, endpoint, and code platforms. Exaforce has prebuilt integrations for AWS, Google Cloud, Okta, GitHub, Microsoft 365, CrowdStrike, Wiz, and more, each mapped to a common schema. Exaforce reads from where customer data lives, so customers can start without re-routing pipelines.[3][4]

At the core of Exaforce is a Multi-Model AI engine that combines data semantics, behavioral baselining, machine learning, and large language models. Exaforce's Multi-Model AI separates data relationships, anomaly detection, and expert reasoning into dedicated models. In the Exaforce platform, the Semantic Model transforms raw data into actionable intelligence, and the Behavioral Model separates real threats from normal activity.[3][4]

Exabot Detect monitors IaaS and SaaS environments with the Multi-Model AI engine to identify breaches that evade traditional rules and UEBA. Exabot Detect correlates behavioral baselines and contextual intelligence to surface attacks across environments like AWS, Okta, OpenAI, and GitHub. Exabot Triage investigates security alerts across SIEM, EDR, phishing tools, and Exaforce detections. Exabot Triage classifies alerts as False Positive, Benign, or Needs Investigation. Exabot Investigate supports natural language search, visual exploration, and simplified queries across data sources. Exabot Investigate operates independently of any SIEM. Exabot Respond executes response across endpoint, identity, IaaS, SaaS, and email, with out-of-the-box playbooks for common scenarios. Exabot Respond can isolate cloud instances, quarantine or delete malicious emails, block IPs, disable endpoints, reset MFA or passwords, suspend users, and revoke sessions.[1][4][5][6][7]

Exaforce provides an inventory of human, non-human, AI agent, and third-party identities, with their effective permissions, credentials, and actions. Exaforce monitors collaboration, version control systems, and other apps with ML-based detections. Exaforce detects threats in Google Workspace without manual rule creation. For insider threats, Exaforce combines cloud logs, permissions, and HR data into one insider threat narrative. For phishing, Exaforce supports triage and investigation of phishing incidents across the email ecosystem.[8][9][10][11]

Exaforce can either be a customer's primary SOC tech stack or augment an existing SOC investment. Many teams deploy Exabots alongside their current SIEM, EDR, and security stack to handle high-volume tier-1 triage and tier-2 investigation. Exaforce ingests alerts from existing tools, enriches them with unified context, and delivers investigated findings with recommendations. Exaforce is audited and certified by third party standards.[1][2][4][6][7][12][13]

Exaforce on the record

Sources

Exaforce full record

  1. [1]exaforce.comExaforce · exaforce.com · undated page, accessed November 6, 2026 · Tier A
  2. [2]Exaforce unveils 75 million in series a funding to revolutionize security and operations with agentic aiExaforce · exaforce.com · published April 17, 2025 · Tier A
  3. [3]Exaforce — Agentic SOC and MDRExaforce · undated page, accessed November 10, 2026 · Tier A
  4. [4]Agentic AI SOC Platform Overview | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  5. [5]Find an MDR Partner | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  6. [6]Exabot Investigate | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  7. [7]Exabot Respond | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  8. [8]Identity Attack Surface | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  9. [9]SaaS Attack Surface | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  10. [10]Insider Attack Surface | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  11. [11]Agentic AI SOC Platform & MDR Solutions | ExaforceExaforce · undated page, accessed November 10, 2026 · Tier A
  12. [12]Exaforce MCP Connector for ClaudeExaforce · undated page, accessed November 10, 2026 · Tier A
  13. [13]AI for SOC | ExaforceExaforce · 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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