CISO Tribune

Vendor comparison · 2 companies

7AI vs Panther

7AI sells an agentic security platform that runs the whole security operations lifecycle as one system: detect, investigate, respond, and hunt. 7AI says its agents do the non human work, with humans on the loop. 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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  • 7AI
  • Panther
7AI vs Panther: Products, Customers and Funding Compared
7AI7AI sells an agentic security platform that runs the whole security operations lifecycle as one system: detect, investigate, respond, and hunt. 7AI says its agents do the non human work, with humans on the loop.7ai.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
  • 7AI Federated SIEM[5]Connects security sources, including a SIEM and security data lake already in use, and runs detection against them.
  • Investigations[3][4][18]AI agents investigate every alert to a conclusion rather than sampling.
  • Detection[4][5][9]Connects detection sources, maps coverage to attacker techniques, and flags noisy rules.
  • Response[4][5][6][15]Recommends containment actions and runs them against the customer's existing tools.
  • Threat Hunting[5][8]Hunts from a plain-language prompt or from connected threat intelligence feeds.
  • PLAID ELITE[3][4][13][22]Adds fully managed security operations from 7AI's team, around the clock.
  • 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
Boston, United States[2][22]Not stated on its pages
Founded
2024[2]Not stated on its pages
Ownership and funding
Privately held[6][21]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • October 29, 20267AI announced that its Technology Alliance Program has reached 200 integrations.[19]
  • October 28, 20267AI announced it was named to Fortune Magazine's 2027 Cyber 60 list of venture-backed cybersecurity startups for the second consecutive year.[20]
  • 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]
  • 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
From its own pages, 7AI sells mainly to security operations teams that run many tools across endpoint, identity, cloud, email, network, and threat intelligence. 7AI says the platform is shaped to fit a customer's existing tools, workflows, and appetite for risk. Its pages say that enterprises sit at different points in their relationship with the SIEM, and the Federated SIEM service lets a team keep a SIEM, move logs into a security data lake, or run fully federated. Teams can run 7AI directly, have 7AI run security operations for them around the clock, or build their own offering on it. Partners can build services on the 7AI foundation.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.
Last verified
September 27, 2026September 27, 2026

Where they overlap

  • AI SOC analysts is the primary category of both 7AI and Panther; both are also filed under SIEM.

Where they differ, field by field

  • Panther is also filed under Security data lakes and pipelines.
  • 7AI lists 7AI Federated SIEM, Investigations, Detection, Response, Threat Hunting and 1 more. Panther lists AI SOC Agent and AI Detection Builder.
  • 7AI is headquartered in Boston, United States.
  • 7AI was founded in 2024.
  • 7AI is privately held.

How they differ

CISO Tribune files 7AI under AI SOC analysts and SIEM, and files Panther under AI SOC analysts, SIEM, and security data lakes and pipelines; both have AI SOC analysts as the primary category. 7AI sells an agentic platform that covers detection, investigation, response, and hunting, and it offers Federated SIEM, which connects a SIEM and security data lake a customer already runs. Panther sells an AI SOC Agent and an AI Detection Builder, and describes itself as a cloud-native SIEM with detections as code and a security data lake architecture. Both companies describe AI-driven investigation and threat hunting, but 7AI also offers a fully managed security operations service called PLAID ELITE, while Panther offers deployment inside the customer's AWS account or as a managed cloud.

7AI is headquartered in Boston, was founded in 2024, and is privately held. On June 16, 2026, Databricks acquired Panther, and Panther's AI SOC workflows and detection-as-code capabilities are being integrated into Databricks Lakewatch.

7AI says it sells mainly to security operations teams that run many tools across endpoint, identity, cloud, email, network, and threat intelligence. Panther says teams with detection engineers can use Python rules with version control and CI/CD workflows, while teams without them can start with the built-in detection library. Recently, 7AI launched Federated SIEM and 7AI Build on July 27, 2026, and announced PLAID ELITE on May 26, 2026. On October 29, 2026, 7AI announced that its Technology Alliance Program had reached 200 integrations.

What it sells: 7AI

What 7AI Federated SIEM does[5]
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. On sources 7AI collects, rules evaluate events as they arrive. On sources the customer keeps itself, rules run as scheduled queries against the data in place. Federated Search returns results normalized to OCSF.
What Investigations does[3][4][18]
A 7AI investigation is the end to end work an AI agent swarm performs on a single alert. Each agent step shows the agent's mission, the tools it ran, the exact request and response, and the conclusion it drew. Every investigation includes a copilot grounded in that investigation's own evidence.
What Detection does[4][5][9]
7AI connects every detection source the customer runs, maps coverage to the techniques attackers actually use, finds the rules drowning the team in false positives, and routes each detection to the right outcome. 7AI maps detections to MITRE ATT&CK techniques and scores coverage tactic by tactic.
What Response does[4][5][6][15]
7AI recommends the exact actions to contain a threat, runs them against the tools the customer already owns, and tracks every case from open to closed. The customer approves what executes. Built-in workflows cover actions like isolating a device, revoking sessions, resetting passwords, and quarantining files.
What Threat Hunting does[5][8]
A user describes a technique, behavior, or threat report in plain language, and 7AI builds the plan, investigates the environment, and returns a verdict in minutes. A threat intelligence feed can be connected to launch hunts automatically. 7AI saves each hunt with its plan, its findings, and its verdict.
What PLAID ELITE does[3][4][13][22]
PLAID is the 7AI operating model: People-Led, AI-Driven. PLAID ELITE adds fully managed security operations from 7AI's team, around the clock.

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 7AI and Panther

What do 7AI and Panther sell?
7AI sells 7AI Federated SIEM, Investigations, Detection, Response, Threat Hunting and 1 more. Panther sells AI SOC Agent and AI Detection Builder.
Are 7AI and Panther in the same category?
Yes. AI SOC analysts is the primary category of both on CISO Tribune.
Where are 7AI and Panther headquartered?
7AI is headquartered in Boston, United States.
When were 7AI and Panther founded?
7AI was founded in 2024.
Who owns 7AI and Panther?
7AI is privately held.
Who are 7AI and Panther sold to?
From its own pages, 7AI sells mainly to security operations teams that run many tools across endpoint, identity, cloud, email, network, and threat intelligence. 7AI says the platform is shaped to fit a customer's existing tools, workflows, and appetite for risk. Teams with detection engineers can use Detection-as-Code with Python rules, version control, and CI/CD workflows.
What have 7AI and Panther announced recently?
October 29, 2026: 7AI announced that its Technology Alliance Program has reached 200 integrations. June 16, 2026: Databricks reached a deal to buy Panther Labs, the company behind Panther, as part of a push into cybersecurity.

About 7AI

7AI sells an agentic security platform that runs the whole security operations lifecycle as one system: detect, investigate, respond, and hunt. 7AI says its agents do the non human work, with humans on the loop. Alerts arrive from across the customer's stack, however many tools the customer runs. 7AI categorizes, groups, triages, and reaches a determination on each one, escalating only what needs a person. 7AI ingests from tools across endpoint, identity, cloud, email, network, and threat intelligence.[3][4]

7AI investigates every alert to a conclusion rather than sampling. A 7AI investigation is the end to end work an AI agent swarm performs on a single alert. For each agent step, a reader can see the agent's mission, the tools it ran, the exact request and response, and the conclusion it drew. Every investigation includes a copilot grounded in that investigation's own evidence. 7AI can guide an analyst to a pre approved action or take orchestrated response automatically, with humans on the loop.[15]

After an investigation reaches a verdict, 7AI recommends and runs the specific actions needed to contain and remediate the threat. 7AI recommends the exact actions to contain a threat, runs them against the tools the customer already owns, and tracks every case from open to closed. The customer approves what executes. Response actions run through the tools the customer already owns across endpoint, identity, email, and cloud. Built-in workflows cover common actions like isolating a device, revoking sessions, resetting passwords, and quarantining files, and custom workflows extend to anything the team needs. Teams can compose response in a visual designer with no code required. 7AI builds response automation into the platform and connects to the tools the customer owns rather than replacing them.

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 customer can keep its SIEM and connect it as a source, move high-volume logs into a security data lake, or run fully federated. On sources 7AI collects, rules evaluate events as they arrive. On sources the customer keeps itself, rules run as scheduled queries against the data in place. Federated Search queries connected log sources and returns results normalized to OCSF. 7AI Federated SIEM is generally available. Federated SIEM is the data foundation on which the rest of the platform runs, feeding detection, investigation, response, and threat hunting.[5]

7AI connects every detection source the customer runs, maps coverage to the techniques attackers actually use, finds the rules drowning the team in false positives, and routes each detection to the right outcome. 7AI maps detections to the MITRE ATT&CK techniques attackers use and scores coverage tactic by tactic. 7AI connects to detection sources already run across identity, endpoint, cloud, email, and SIEM. 7AI watches how every rule performs and flags the ones generating false positives at scale. For threat hunting, a user describes a technique, behavior, or threat report in plain language, and 7AI builds the plan, investigates the environment, and returns a verdict in minutes. A threat intelligence feed can be connected to launch hunts automatically. 7AI saves each hunt with its plan, its findings, and its verdict so it can be re-run or shared.[1][4][8][9]

7AI continuously sweeps the customer's environment, scores posture against the frameworks the customer reports on, and ranks exactly what to fix next. 7AI scores posture with coverage mapped to ISO 27001 and SOC 2 Type 2 by control family. Skills let a customer's team define exactly how 7AI investigates, hunts, and responds, and a skill is written in plain language as a simple document. Enterprise Insights is the institutional knowledge 7AI draws on during every investigation, such as which domains are sanctioned and how the environment is wired. Skills shape how 7AI investigates, Workflows automate the actions it takes, and Insights give 7AI the context it needs about the environment.[7][16][17]

7AI describes several ways to engage. The customer's team can run 7AI directly, with dedicated AI Security Engineers who configure the agents to the environment. 7AI can run the customer's security operations around the clock as fully managed security operations. PLAID is the 7AI operating model: People-Led, AI-Driven, and PLAID ELITE adds fully managed security operations from 7AI's team, around the clock. With 7AI Build, customers and partners construct new harnesses, workflows, and entire services on the 7AI foundation.[3][18]

7AI says it builds a living model of each environment's context, and that dedicated AI Security Engineers seed that model at deployment while 9M+ investigations run since February 2025 compound it. 7AI also says that customers set the guardrails, define what agents act on versus escalate, and lead strategy. 7AI says a year in production at Fortune 500 scale has meant millions of investigations run and more than a million analyst hours handed back to security teams.[3][4][7][18]

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
  15. [15]Investigations | 7AI7AI · undated page, accessed November 4, 2026 · Tier A
  16. [16]Skills | 7AI7AI · undated page, accessed November 4, 2026 · Tier A
  17. [17]Enterprise Insights | 7AI7AI · undated page, accessed November 4, 2026 · Tier A
  18. [18]Building a foundation for AI in security7AI · undated page, accessed November 4, 2026 · Tier A
  19. [19]7AI Builds on Partner-First Momentum with 200 Integrations Across Technology Alliance ProgramGlobeNewswire · published October 29, 2026 · Tier A
  20. [20]7AI Named to Fortune’s 2027 Cyber 60 for Second Consecutive YearGlobeNewswire · published October 28, 2026 · Tier A
  21. [21]7AI Named to CB Insights' AI 100GlobeNewswire · published May 5, 2026 · Tier A
  22. [22]After 7 Million Investigations in Production, 7AI Widens the Gap in Agentic Security with PLAID ELITE and 100 New AI Jobs in BostonGlobeNewswire · published May 26, 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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