CISO Tribune

Vendor comparison · 2 companies

Panther vs Sumo Logic

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. Sumo Logic sells a platform that combines telemetry pipeline control, log analytics, SIEM and DojoAI agents. CISO Tribune files both under SIEM and Security data lakes and pipelines. 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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  • Panther
  • Sumo Logic
Panther vs Sumo Logic: Products, Customers and Funding Compared
PantherPanther 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.comSumo LogicSumo Logic sells a platform that combines telemetry pipeline control, log analytics, SIEM and DojoAI agents.sumologic.com
What it sells
  • 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.
  • Sumo Logic SIEM[8][14]Sumo Logic SIEM gives security analysts and SOC managers visibility across the enterprise.
  • Cloud SOAR[4][9]Cloud SOAR delivers SOAR functionality in private cloud, single cloud, multi-cloud or hybrid cloud environments.
  • Sumo Logic DojoAI[10]Sumo Logic DojoAI puts agentic AI to work across security and cloud operations.
  • Logs for Security[2][4][11]Logs for Security collects and analyzes cloud-specific logs.
Categories
Headquarters
Not stated on its pagesRedwood City, United States[3]
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesOwned by Francisco Partners since 2023[1][4][5][9][13][19]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • 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]
  • September 21, 2026Sumo Logic unveiled enhanced Data Pipelines, extending its platform into data pipeline management so customers can control the cost and value of their telemetry.[17]
  • May 21, 2026Sumo Logic announced an integration with the Claude Compliance API that gives security and compliance teams visibility into Claude usage within the platform.[16]
  • May 6, 2026Sumo Logic hired Jeremy Powell as its CISO and Ben Cody as Senior Vice President of Product Management.[18]
  • December 1, 2025Sumo Logic announced new DojoAI agents, including a SOC Analyst Agent, a Knowledge Agent and a Model Context Protocol server.[15]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Teams 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.From its own pages, Sumo Logic sells to security analysts and SOC managers through its SIEM. Sumo Logic positions one package for small-to-medium-sized DevOps and SecOps teams requiring ad-hoc investigation and troubleshooting. Sumo Logic positions a different package for maturing security teams looking for real-time threat detection, investigation and response. Sumo Logic describes parent org controls for MSSP and other parent org admins managing child orgs. Sumo Logic says its Kubernetes solution works for any setup on premise, AWS, Azure and GCP.
Last verified
September 27, 2026November 2, 2026

Where they overlap

  • Panther and Sumo Logic are both filed under SIEM and Security data lakes and pipelines.

Where they differ, field by field

  • Panther's primary category is AI SOC analysts; Sumo Logic's is SIEM.
  • Panther lists AI SOC Agent and AI Detection Builder. Sumo Logic lists Sumo Logic SIEM, Cloud SOAR, Sumo Logic DojoAI and Logs for Security.
  • Sumo Logic is headquartered in Redwood City, United States.
  • Sumo Logic is owned by Francisco Partners, since 2023.

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.

What it sells: Sumo Logic

What Sumo Logic SIEM does[8][14]
Sumo Logic SIEM parses, maps and creates normalized records from structured and unstructured data. Sumo Logic UEBA baselines user and entity behavior. Detection-as-Code support helps security teams version and manage SIEM rules in GitHub.
What Cloud SOAR does[4][9]
In the War Room, security analysts get a complete, chronological and detailed picture of a specific incident process. Sumo Logic offers hundreds of out-of-the-box actions and playbooks.
What Sumo Logic DojoAI does[10]
Mobot lets users talk to their data in plain language. The SOC Analyst Agent automatically analyzes alerts, evaluates related activity and delivers an evidence-backed verdict. Sumo Logic MCP Server connects external AI clients to Log Analytics and SIEM.
What Logs for Security does[2][4][11]
Logs for Security integrates logs from AWS, Google Cloud and Azure. Sumo Logic offers pre-built PCI compliance dashboards.

Questions about Panther and Sumo Logic

What do Panther and Sumo Logic sell?
Panther sells AI SOC Agent and AI Detection Builder. Sumo Logic sells Sumo Logic SIEM, Cloud SOAR, Sumo Logic DojoAI and Logs for Security.
Are Panther and Sumo Logic in the same category?
They share SIEM and Security data lakes and pipelines. Panther's primary category is AI SOC analysts and Sumo Logic's is SIEM.
Where are Panther and Sumo Logic headquartered?
Sumo Logic is headquartered in Redwood City, United States.
Who owns Panther and Sumo Logic?
Sumo Logic is owned by Francisco Partners, since 2023.
Who are Panther and Sumo Logic sold to?
Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows. From its own pages, Sumo Logic sells to security analysts and SOC managers through its SIEM.
What have Panther and Sumo Logic announced recently?
June 16, 2026: Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity. September 21, 2026: Sumo Logic unveiled enhanced Data Pipelines, extending its platform into data pipeline management so customers can control the cost and value of their telemetry.

About Panther

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. Panther is a cloud-native SIEM featuring detections-as-code and advanced search, with natively supported log sources and alert destinations. Panther ingests terabytes of security events per day into a structured data lake to power real-time detections and investigations. Panther uses a security data lake architecture that provides long-term retention. Customers own their data and can query it at any time, and retention policies in Panther are configurable to meet compliance requirements.[2][3]

Panther says that cloud security logs, EDR portals, and MDR consoles each exist in silos with no central view. Panther states that analysts manually piece context together, often missing critical details. Panther describes an agentic SOC in which agents hunt the full data lake on a regular cadence, surfacing findings that flow into new detections through a governed workflow. In Panther, every alert is investigated with full context, and confirmed benign alerts close automatically. When a finding escalates in Panther, the agent assembles the full investigation across multiple systems, and analysts review and guide agentic runbooks to take action.[6]

Panther's AI SOC Agent runs on a schedule, responds to natural language queries, and takes action with complete context. Every investigation by the AI SOC Agent pulls from the customer's data lake, detection logic, and connected tools via MCP. When an alert fires, Panther automatically gathers evidence across the data lake, detection logic, alert history, and connected tools. Panther AI queries the data lake, reviews detection logic, and pulls enrichment from connected tools, delivering a risk classification with reasoning. Any analyst can investigate through a natural language interface in Panther without writing SQL, PantherFlow, or any other query syntax. Panther exposes its own MCP server, so external agents can query alerts, detections, and log data directly. When the risk classification of the AI SOC Agent falls below a threshold the customer configures, the alert closes automatically.[6]

Panther generates new detection rules from natural language, identifies recurring false positives, and submits tuning changes as reviewable Python code through the customer's existing GitHub workflow. The Panther agent traces an issue back to the specific Python rule responsible and proposes an edit as reviewable code through the existing GitHub workflow, with a diff, explanation, and unit tests. In Panther, nothing deploys without human review. Teams with detection engineers use Detection-as-Code in Panther, with Python rules, version control, and CI/CD workflows. Teams without detection engineers can start with Panther's built-in detection library and AI Detection Builder, then grow into custom rules over time.[6]

Panther connects to cloud platforms (AWS, GCP, Azure), SaaS tools, endpoints, and network devices. Panther routes alerts to Slack, Jira, PagerDuty, and more. For orchestration and response, Panther provides agentic workflows and runbooks or integrates with external SOAR platforms. Panther offers Okta log monitoring for complete visibility into IdP activity. Panther detections can be enriched with real-time IoCs from Google Threat Intelligence. Panther AI can send messages and search a Slack workspace directly, manage incidents and on-call schedules directly, and search and update a Notion workspace directly. Panther-managed rules for Orca Security are in the panther-analysis GitHub repository. Panther includes built-in dashboards and MITRE ATT&CK mapping, from alert trends to program maturity. In Panther, native access to detection logic means every triage outcome feeds back into the rules that fire.[6][9][10]

Panther offers two deployment models on one platform, and the choice is where the customer's data lives. In the first model, Panther runs inside the customer's AWS account, against Snowflake or Databricks, and the security data stays in the customer's warehouse. The detection engine, workflows, and agents in Panther operate against that data in place. In the managed model, Panther manages the service and ingests customer data into a dedicated, isolated environment.

Databricks has acquired Panther to accelerate the security lakehouse vision. Panther's AI SOC workflows, 100+ integrations, and detection-as-code capabilities are being integrated into Databricks Lakewatch. Panther requires human approval for every write, and every AI action is logged and reviewable.[1][6][9]

Panther on the record

Sources

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

Sumo Logic full record

  1. [1]Francisco partners completes acquisition of sumo logicSumo Logic · sumologic.com · published May 12, 2023 · Tier A
  2. [2]sumologic.comSumo Logic · sumologic.com · undated page, accessed September 27, 2026 · Tier A
  3. [3]ContactSumo Logic · sumologic.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]Cloud log management, monitoring, SIEM tools Sumo LogicSumo Logic · undated page, accessed October 28, 2026 · Tier A
  5. [5]Sumo Logic Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed October 28, 2026 · Tier C
  6. [6]PricingSumo Logic · undated page, accessed November 3, 2026 · Tier A
  7. [7]Who we are and what we doSumo Logic · undated page, accessed November 3, 2026 · Tier A
  8. [8]Sumo Logic SIEM | Real-time detection, AI-powered responseSumo Logic · undated page, accessed November 3, 2026 · Tier A
  9. [9]Cloud SOAR (Security Orchestration, Automation, and Response)Sumo Logic · undated page, accessed November 3, 2026 · Tier A
  10. [10]Sumo Logic DojoAI - Meet the AI agents that detect and resolve threats so you can focus on the work that matters most.Sumo Logic · undated page, accessed November 3, 2026 · Tier A
  11. [11]Logs for security - secure, comply, and respond with an integrated cloud security platformSumo Logic · undated page, accessed November 3, 2026 · Tier A
  12. [12]Application reliability solutionSumo Logic · undated page, accessed November 3, 2026 · Tier A
  13. [13]What's newSumo Logic · undated page, accessed November 3, 2026 · Tier A
  14. [14]Professional servicesSumo Logic · undated page, accessed November 3, 2026 · Tier A
  15. [15]Sumo Logic Expands DojoAI to Transform Security Investigations with New Agentic AI CapabilitiesSumo Logic · published December 1, 2025 · Tier A
  16. [16]Sumo Logic Brings Comprehensive Visibility Across Claude Ecosystem via New Integration with the Claude Compliance APISumo Logic · published May 21, 2026 · Tier A
  17. [17]Sumo Logic enhances Data Pipelines, advancing its AI-first platform to lower observability and security TCOSumo Logic · published September 21, 2026 · Tier A
  18. [18]Sumo Logic Expands Leadership Team with New CISO and SVP of Product ManagementSumo Logic · published May 6, 2026 · Tier A
  19. [19]Sumo Logic Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed November 3, 2026 · Tier C

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