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How AI is changing the SOC operating model. Listen now →
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How AI is changing the SOC operating model. Listen now →
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Detection Engine
Detection that improves itself over time
Native access to your detection logic means every triage outcome feeds back into the rules that fire.

Trusted by top security teams
AI-generated detection rules. Describe a threat in natural language and get a complete rule with filters, dynamic severity, and test cases.
AI-generated detection rules. Describe a threat in natural language and get a complete rule with filters, dynamic severity, and test cases.
Detection-as-code. Write, test, and version detections in Python with full CI/CD and code review through GitHub.
Detection-as-code. Write, test, and version detections in Python with full CI/CD and code review through GitHub.
Closed-loop tuning. Every triage outcome traces back to the detection that fired it. AI proposes fixes through your existing GitHub workflow.
Closed-loop tuning. Every triage outcome traces back to the detection that fired it. AI proposes fixes through your existing GitHub workflow.
Compounding Intelligence
Alert quality improves automatically as your team works
When an alert resolves as a false positive, AI traces it to the source rule and proposes a fix via GitHub pull request. Your team reviews and approves it. The same false positive doesn't come back.
Proactive Coverage
Build detections from threat descriptions, not just known patterns
Detection coverage is limited by how many rules someone had time to write. Describe a threat behavior in natural language and Panther generates a complete Python detection with filters, dynamic severity, and test cases.






Complete Context
Agents read and modify your detection logic because it lives in code
Because detections are structured Python with version control, agents can read exactly why an alert fired and write a specific fix rather than a general recommendation.






Autonomous Action
Detection improvements ship through the same review process as your code
Detection engineers stay in control of what fires and why. The role shifts from writing every rule manually to reviewing AI-proposed improvements: same quality bar, fraction of the effort.






How it works
How it works
AI rule generation
Detection-as-code
Alert quality loop
GitHub PR workflow
Exploratory detections
AI rule generation
Describe a threat scenario or known TTP and Panther produces a complete Python detection with filters, dynamic severity logic, and test cases.


AI rule generation
Describe a threat scenario or known TTP and Panther produces a complete Python detection with filters, dynamic severity logic, and test cases.

Detection-as-code
Write rules using the same practices you use for application code: version control, peer review, CI/CD, and automated testing. No proprietary query language. No detection library locked in vendor infrastructure.

Alert quality loop
When an analyst triages a false positive, Panther identifies the rule that generated it and evaluates whether the logic can be refined. Accuracy improves automatically over time.

GitHub PR workflow
AI-proposed detection changes appear as pull requests with unit tests, a plain-language explanation, and diff view. Nothing deploys without your approval.

Exploratory detections
Analyze broad datasets to surface suspicious patterns before a rule exists for them. Scheduled runs extend this into continuous threat hunting.

Tealium cut detection creation time from 4–5 hours to 10 minutes. That's the alert quality loop in production.


Proof from teams
who’ve been there.
Proof from teams
who’ve been there.
85%
Reduction in total alert volume

85%
Reduction in total alert volume

“When you look at the thinking steps of the AI in the platform, it's doing all of the things that a sophisticated engineer would do on their best day, and it's doing that on every alert, every time, 24 hours a day, no fatigue.”

“When you look at the thinking steps of the AI in the platform, it's doing all of the things that a sophisticated engineer would do on their best day, and it's doing that on every alert, every time, 24 hours a day, no fatigue.”

85%
Reduction in false positives
85%
Reduction in false positives
70%
Faster detection tuning
70%
Faster detection tuning
85%
Reduction in total alert volume

“When you look at the thinking steps of the AI in the platform, it's doing all of the things that a sophisticated engineer would do on their best day, and it's doing that on every alert, every time, 24 hours a day, no fatigue.”

85%
Reduction in false positives
70%
Faster detection tuning
Learn more about Panther
Learn more about Panther
Explore the Platform
Alert Triage & Automation
Panther doesn't summarize alerts and wait for instructions — it investigates.
Detection Engine
Native access to your detection logic means every triage outcome feeds back into the rules that fire.
AI SOC Agent
An agent that runs on a schedule, responds to natural language queries, and takes action with complete context.
Analytics & Reporting
Built-in dashboards and MITRE ATT&CK mapping, from alert trends to program maturity.
Data Pipeline
All your security data, in one place.
Explore the Platform
Alert Triage & Automation
Panther doesn't summarize alerts and wait for instructions — it investigates.
Detection Engine
Native access to your detection logic means every triage outcome feeds back into the rules that fire.
AI SOC Agent
An agent that runs on a schedule, responds to natural language queries, and takes action with complete context.
Analytics & Reporting
Built-in dashboards and MITRE ATT&CK mapping, from alert trends to program maturity.
Data Pipeline
All your security data, in one place.
Explore the Platform
Alert Triage & Automation
Panther doesn't summarize alerts and wait for instructions — it investigates.
Detection Engine
Native access to your detection logic means every triage outcome feeds back into the rules that fire.
AI SOC Agent
An agent that runs on a schedule, responds to natural language queries, and takes action with complete context.
Analytics & Reporting
Built-in dashboards and MITRE ATT&CK mapping, from alert trends to program maturity.
Data Pipeline
All your security data, in one place.
Explore the Platform
Alert Triage & Automation
Panther doesn't summarize alerts and wait for instructions — it investigates.
Detection Engine
Native access to your detection logic means every triage outcome feeds back into the rules that fire.
AI SOC Agent
An agent that runs on a schedule, responds to natural language queries, and takes action with complete context.
Analytics & Reporting
Built-in dashboards and MITRE ATT&CK mapping, from alert trends to program maturity.
Data Pipeline
All your security data, in one place.
Bolt-on AI closes alerts. Panther closes the loop.
See how Panther compounds intelligence across the SOC.


Bolt-on AI closes alerts. Panther closes the loop.
See how Panther compounds intelligence across the SOC.
Bolt-on AI closes alerts. Panther closes the loop.
See how Panther compounds intelligence across the SOC.


Bolt-on AI closes alerts. Panther closes the loop.
See how Panther compounds intelligence across the SOC.


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Get product updates, webinars, and news
By submitting this form, you acknowledge and agree that Panther will process your personal information in accordance with the Privacy Policy.
Platform
Solutions
All rights reserved © 2026 Panther, Inc
Get product updates, webinars, and news
By submitting this form, you acknowledge and agree that Panther will process your personal information in accordance with the Privacy Policy.
Platform
Solutions
All rights reserved © 2026 Panther, Inc



