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Detection Engineering

Detection Engineering

Detections your team owns. Logic your AI can improve.

Detections your team owns.
Logic your AI can improve.

Detections your team owns. Logic your AI can improve.

Every rule is readable, version-controlled, and modifiable by AI.

Every rule is readable, version-controlled, and modifiable by AI.

Ship new rules faster. Describe a threat in plain language and get a production-ready Python detection in minutes. 

Ship new rules faster. Describe a threat in plain language and get a production-ready Python detection in minutes. 

Engineering-Grade Workflows. Because detections are Python, your team can read, test, and improve every rule — and so can AI.

Engineering-Grade Workflows. Because detections are Python, your team can read, test, and improve every rule — and so can AI.

Coverage beyond your rules. Continuously hunt across your data lake for threats your rules haven't been written for yet.

Coverage beyond your rules. Continuously hunt across your data lake for threats your rules haven't been written for yet.

Built for detection engineers. Amplified with AI.

Built for detection engineers. Amplified with AI.

AI Detection Builder

Describe a threat in plain language and get a production-ready Python detection — ready to deploy, tune, and test from day one.

Alert Quality Loop

Every false positive traces back to the exact rule that fired and proposes a fix — so the same noise never comes back.

GitHub PR Workflow

AI proposes detection improvements through your existing GitHub workflow — unit tests and reasoning included. Nothing deploys without human approval.

MITRE ATT&CK Coverage Mapping

See exactly what you're covering and where your gaps are — updated continuously as your detection library grows.

Pre-built Detection Library

Start with 300+ detections built for real-world threats — ready to deploy, tune, and extend from day one.

Real-time Testing

Test detections against live data before they ship — so every rule goes to production with confidence.

AI Detection Builder

Describe a threat in plain language and get a production-ready Python detection — ready to deploy, tune, and test from day one.

Alert Quality Loop

Every false positive traces back to the exact rule that fired and proposes a fix — so the same noise never comes back.

GitHub PR Workflow

AI proposes detection improvements through your existing GitHub workflow — unit tests and reasoning included. Nothing deploys without human approval.

MITRE ATT&CK Coverage Mapping

See exactly what you're covering and where your gaps are — updated continuously as your detection library grows.

Pre-built Detection Library

Start with 300+ detections built for real-world threats — ready to deploy, tune, and extend from day one.

Real-time Testing

Test detections against live data before they ship — so every rule goes to production with confidence.

Detection Velocity

Coverage for emerging threats, shipped in minutes not sprints.

Turn a natural language threat description into a complete Python detection — filters, severity logic, and test cases included — so your detection library keeps pace with the threat landscape.

No Black Boxes

Your detection logic has nothing to hide.

Because detections are written in Python, your team can audit, modify, and improve every rule directly — no vendor tickets, no proprietary constraints, no logic you can't inspect.

Closed-Loop Detection

Every false positive makes your detection program stronger.

Every triage outcome traces back to the rule that fired it. Panther identifies the source detection and proposes a fix, so the same false positive doesn't come back.

Defensible Coverage

Proven enterprise-level maturity.

Provide security leaders with continuous visibility into detection coverage and program performance, so every conversation with auditors, customers, and the board starts from a position of confidence.

Infoblox tunes detections
70% faster with Panther. That's detection engineering, amplified.

Infoblox tunes detections 70% faster with Panther. That's detection engineering, amplified.

Proof from teams
who’ve been there.

Proof from teams
who’ve been there.

85%

Reduction

in false positives

85%

Reduction

in false positives

10 min

Detection creation

instead of 4–5 hours

10 min

Detection creation

instead of 4–5 hours

80%

Reduction

in high-severity alerts

80%

Reduction

in high-severity alerts

More Panther platform solutions

Cloud SIEM

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Detection

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Hunting

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Compliance & Auditing

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

More Panther platform solutions

Cloud SIEM

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Detection

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Hunting

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Compliance & Auditing

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

More Panther platform solutions

Cloud SIEM

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Detection

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Hunting

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Compliance & Auditing

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

More Panther platform solutions

Cloud SIEM

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Detection

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Threat Hunting

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

Compliance & Auditing

Your team can now detect like pros. Craft clear detections and navigate your data lake effortlessly.

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.

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.