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Home / Compare / Contrast AI SmartFix (agentic vulnerability remediation) vs Factory Droids

Contrast AI SmartFix (agentic vulnerability remediation) vs Factory Droids

Quick answer

Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) and Factory Droids (Factory) are both listed in the Code security category of Agent Index.

They share no framework tags in our dataset.

This is not a ranking.

Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) and Factory Droids (Factory) are both listed in the Code security category of Agent Index. They share no framework tags in our dataset.

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Field Contrast AI SmartFix (agentic vulnerability remediation)Factory Droids
Vendor Contrast SecurityFactory
HQ United States · North AmericaUnited States · North America
Primary category Code securityCode security
Also listed in Code securityCode security, Business operations
Summary An AI agent that runs as a GitHub Action, takes vulnerabilities found by Contrast's IAST (Assess) and SAST, writes code fixes using runtime context, runs your build and tests, and opens pull requests for developers to review.Factory’s Droid coding agents. Listed here only because Factory’s own pages document Snyk Studio integration for scan/fix/verify inside Droid workflows.
Frameworks (vendor-stated) ——
Frameworks (vendor-claimed) ——
Capabilities / tasks appsec, sast, remediation, pr reviewagent platform with security integrations, remediation, appsec, secrets detection
Pricing (as published) Not publishedNot verified
Pricing model quotequote
Primary source https://docs.contrastsecurity.com/en/contrast-ai-smartfix.htmlhttps://factory.ai/news/snyk-partnership
Last checked 2026-10-182026-10-18
Official site https://docs.contrastsecurity.com/en/contrast-ai-smartfix.htmlhttps://factory.ai/

FAQ (from this dataset)

What is the difference between Contrast AI SmartFix and Factory Droids?

Both are listed under Code security. Shared tasks: appsec, remediation. Contrast AI SmartFix-only tasks: sast, pr-review. Factory Droids-only tasks: agent-platform-security-integrations, secrets-detection. Differences are from stored category and task tags, not a ranking.

Which one publishes pricing?

Contrast AI SmartFix (agentic vulnerability remediation): Not published Factory Droids: Not published

Where are Contrast AI SmartFix and Factory Droids headquartered?

Contrast AI SmartFix (agentic vulnerability remediation) publishes HQ in United States. Factory Droids publishes HQ in United States.

Listings tagged agent platform with security integrations are coding platforms with a documented scanner or vulnerability-fix workflow, not dedicated application-security products. Dedicated AppSec listings are compared on the AI code security agents table.

Side-by-side data is generated from the open dataset. “Vendor-claimed” frameworks are as marketed by each vendor and not verified by Agent Index; framework tags indicate relevance, not certification. Request current quotes from each vendor before buying. This page does not rank or score vendors. Sponsored comparisons, if any, will be labelled.

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