SignalForge Guardian is a Release Intelligence Platform that helps teams validate software before deployment.

Modern applications can pass code reviews, automated tests, and security scans while still failing in production. Guardian closes that gap by validating real application behavior instead of only analyzing source code.

Guardian launches applications, explores workflows like a real user, performs runtime QA validation, security testing, AI safety checks, and supply chain analysis, then produces an explainable deployment decision.

Instead of generating long lists of findings, Guardian answers a higher-level question:

Can I deploy this?

Key capabilities:

• Application Intelligence and automatic application classification
• Runtime workflow validation
• Security and authorization testing
• AI safety and prompt security validation
• Supply chain and configuration analysis
• Intelligent attack planning
• Evidence-backed reporting with screenshots, HAR files, and reproduction steps
• Explainable Release Confidence and Decision Confidence scoring
• Scope-aware approvals and deployment recommendations

Guardian produces one of four outcomes:

• APPROVED
• REVIEW
• BLOCKED
• INCOMPLETE

Every decision includes validated scope, confidence factors, evidence, blind spots, and recommended next actions.

After multiple public validation campaigns, Guardian achieved:

• 20/20 completed validations
• 95% known-truth gate accuracy
• 0 environment-blocked scans
• 19 approved decisions

SignalForge Guardian is designed for software teams, startup founders, QA engineers, security teams, and AI application builders who want greater confidence before shipping to production.

Stop Deploying Surprises.