Platform

PandaONE — AI agents that attack, prove, and fix.

PandaONE is an AI-native offensive security platform. A swarm of specialized agents continuously pentests your web apps, APIs, and codebases — validates every finding with a safe exploit, and opens the fix as a pull request. Built for engineering teams who ship fast and need security that keeps up.

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• Architecture

How the platform fits together

Five modules from target connection to merged fix — each producing auditable artifacts.

01

Scan Engine

Orchestration

Dispatches specialized AI agents against scoped targets with safety guardrails.

Outputs

  • Surface map
  • Agent activity log
  • Scoped test plan
02

Agent Swarm

Offensive testing

Parallel agents for recon, auth, injection, access control, and business logic.

Outputs

  • Raw findings
  • Attack chains
  • Evidence artifacts
03

Validation Layer

Quality gate

Re-tests every finding. Drops un reproducible results. Scores by exploitability.

Outputs

  • Validated findings
  • CVSS scores
  • False positive filter log
04

Report Generator

Delivery

Technical findings, executive summary, and compliance mapping in one report.

Outputs

  • HTML report
  • Executive summary
  • Compliance matrix
05

Fix Engine

Remediation

Generates stack-specific patches and opens pull requests in connected repos.

Outputs

  • Fix PRs
  • Remediation guides
  • Retest confirmation

• Capabilities

What PandaONE does

Discovery

Attack surface mapping

Agents enumerate domains, subdomains, APIs, and repo structures before testing begins.

  • Subdomain and endpoint discovery
  • Technology fingerprinting
  • API schema and route enumeration
  • GitHub repo structure analysis
Testing

Authentication & access control

Specialized agents test login flows, session management, and authorization boundaries.

  • Authentication bypass detection
  • IDOR and broken access control
  • Session fixation and token analysis
  • Multi-role privilege escalation paths
Testing

Injection & input validation

SQLi, XSS, SSRF, and command injection tested with context-aware payloads.

  • SQL injection (error-based, blind, time-based)
  • Cross-site scripting (reflected, stored, DOM)
  • Server-side request forgery
  • Business logic and race conditions
Proof

Exploit validation

Every high-severity finding confirmed with a safe, non-destructive proof-of-concept.

  • Automated re-test before reporting
  • Evidence artifacts with reproduction steps
  • Unsupported claims flagged and dropped
  • CVSS 3.1 environmental scoring
Fix

Auto-fix pull requests

Stack-specific remediation generated and opened as a ready-to-review PR.

  • Framework-aware code patches
  • Config and header fix suggestions
  • Step-by-step remediation guides
  • One-click PR creation in GitHub
Monitor

Continuous verification

Re-run on every commit. Block vulnerable merges before production.

  • GitHub Action integration
  • PR-gating security checks
  • Regression detection on dependency bumps
  • Dashboard with scan history and trends

Built for teams who ship fast

SaaS startups

SOC 2 and enterprise procurement need pentest proof. Get it in hours, not weeks — at a fraction of manual VAPT cost.

AI-native builders

Shipping with Cursor, v0, or Bolt? PandaONE tests what you deploy — especially auth and access control that AI tools skip.

Indian enterprises

CERT-In aligned methodology, DPDP Act mapping, and auditor co-sign workflow. See our India VAPT page for details.

• Solutions

Explore by topic

Deep dives on AI VAPT, AI pentest, compliance, and definitions.

AI VAPT

Global + India

PandaONE combines vulnerability assessment with AI-driven penetration testing. Agents map your attack surface, validate findings with safe exploits, and open remediation pull requests — so you get VAPT depth without scanner noise.

AI Pentest

Global

PandaONE deploys a swarm of AI security agents against your apps, APIs, and repos. They think laterally, validate impact with safe exploits, and open pull requests — continuous AI penetration testing built for engineering teams.

Glossary

Global + India

VAPT is a dual-layered security practice: vulnerability assessment finds known weaknesses, and penetration testing simulates real attacks to prove exploitability. Together, they give you a complete picture of risk — not just a list of CVEs.

VAPT India

India

Indian startups and enterprises need VAPT that meets auditor expectations without 8-week timelines. PandaONE runs OWASP-aligned AI pentests, maps findings to DPDP Act Schedule I, and delivers compliance-ready reports — starting at ₹25,000.

View all solutions →

Secure your deploys before attackers do.

Spin up a swarm of security agents on your apps, APIs, and repos. Find real bugs, prove them safely, and ship the fix — automatically.

Get startedSee how it works

No setup required · First findings in hours