Pixee | Agentic AppSec Platform

Description

Pixee offers an agentic approach to application security, designed to address the widening gap between rapid AI-accelerated development and manual security processes. The platform tackles the challenge of overwhelming vulnerability backlogs and the shrinking time between vulnerability discovery and exploitation.

Pixee's solution focuses on both reactive remediation and proactive design review. It aims to resolve existing vulnerabilities at machine speed while preventing new ones from being introduced. By acting as an autonomous product security engineer, Pixee analyzes codebases, security policies, and architecture to understand the real attack surface. It then identifies genuinely exploitable vulnerabilities by tracing execution paths, eliminating up to 98% of false positives and providing evidence-based triage with personalized risk scores.

Once real risks are identified, Pixee generates convention-aware fixes that match organizational coding standards and security rules. These fixes are delivered as ready-to-merge pull requests, ensuring high developer adoption rates, with a reported 76% merge rate. The platform's unique context graph builds a "security memory" for the organization, where every decision, triage, and fix feeds back into the system, sharpening future reviews and remediation. This compounding context graph includes process context (policies, architecture), raw context (code, findings), kinetic context (exploitability), and human feedback.

Pixee is built for modern security teams looking to keep pace with AI-driven development, scale security efforts without proportional hiring, ship on time by clearing release blockers, and eliminate years of vulnerability debt. The platform's value proposition centers on stopping the management of vulnerabilities and starting their elimination through automated, context-aware remediation and design-time risk detection.

Key capabilities include understanding the attack surface, identifying exploitable risks, generating developer-accepted fixes, and building a compounding context graph. Pixee aims to transform security from a manual bottleneck into an integrated, efficient part of the software development lifecycle, enabling teams to achieve a higher security posture with greater speed and efficiency.

Pixee's Core Features

• Automated vulnerability triage and remediation

• Eliminates up to 98% of false positives

• Generates convention-aware, ready-to-merge fixes

• 76% developer merge rate for fixes

• Proactive risk detection at design time

• Builds a compounding organizational security context graph

• Analyzes codebase, security policies, and architecture

• Traces real execution paths for exploitability analysis

• Personalized risk scoring for vulnerabilities

• Integrates security into the development lifecycle

• Reduces vulnerability backlogs at machine speed

• Provides auditable and replayable decisions

How to use Pixee?

1. 1

   Configure: Connect Pixee to your codebase, security policies, and architecture.

2. 2

   Analyze: Pixee understands your attack surface and identifies exploitable vulnerabilities.

3. 3

   Triage: Eliminate false positives and prioritize real risks.

4. 4

   Remediate: Generate convention-aware fixes and create pull requests.

5. 5

   Merge: Developers review and merge fixes, clearing backlogs.

6. 6

   Optimize: The context graph learns from every decision to improve future security.

Pixee's Use Cases

• Automated Vulnerability Remediation
• False Positive Reduction
• Proactive Security Design
• Vulnerability Backlog Clearance
• Enhance Developer Productivity
• AI Security Guardrails
• Scale Security Operations

FAQ from Pixee

• What is Pixee's primary function as an AppSec platform?

  Pixee is an agentic application security platform that automates vulnerability triage and remediation, aiming to eliminate false positives and fix real vulnerabilities.

• How does Pixee reduce false positives?

  Pixee traces real execution paths and performs exploitability analysis to filter out noise, eliminating up to 98% of false positives before remediation.

• What is the merge rate for fixes generated by Pixee?

  Pixee reports a 76% merge rate for the fixes it generates, indicating high developer acceptance and integration into workflows.

• How does Pixee handle vulnerability remediation?

  Pixee generates convention-aware fixes that match your team's coding standards and security rules, delivering them as ready-to-merge pull requests.

• Can Pixee prevent new vulnerabilities from being introduced?

  Yes, Pixee offers proactive design review capabilities to catch risks before code is generated, preventing new vulnerabilities.

• What is the 'context graph' in Pixee?

  The context graph is Pixee's system for building organizational security memory, where every security decision, triage, and fix feeds back into the platform to improve future accuracy and efficiency.

• Who is the target audience for Pixee?

  Pixee is designed for modern security teams, AppSec leads, and development teams looking to scale security efforts, clear backlogs, and keep pace with AI-accelerated development.

• How does Pixee help with vulnerability backlogs?

  Pixee resolves vulnerabilities at machine speed and prevents new ones, helping enterprises clear years of vulnerability debt in weeks.

• Does Pixee integrate with existing development tools?

  While not explicitly detailed, the platform's focus on generating ready-to-merge PRs suggests integration with common development workflows and version control systems.

• What is the value proposition of Pixee?

  Pixee's value proposition is to stop managing vulnerabilities and start eliminating them through automated, context-aware remediation and design-time risk detection.