From Detection to Resolution: Semantic Runtime Validation for Secure-by-Design
White Paper/

From Detection to Resolution: Semantic Runtime Validation for Secure-by-Design

This executive white paper explains why detection-centric AppSec models fail to deliver Secure-by-Design outcomes and how Semantic Runtime Validation transforms product security into a measurable, resolution-driven discipline.

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Modern application security programs generate findings.
But findings alone do not reduce risk.

This executive white paper explains why traditional detection-centric security models have failed to meaningfully reduce breach frequency — and how Semantic Runtime Validation enables a true Secure-by-Design product security modelbuilt on measurable risk resolution.

What You’ll Learn

  • Why static analysis alone cannot achieve Secure-by-Design
  • Why runtime validation is essential to confirm real exploitability
  • How semantic validation exposes business logic and API vulnerabilities
  • The difference between detection velocity and resolution velocity
  • How leading enterprises reduce exposure windows through resolution-centric security

Why It Matters

As applications and APIs evolve rapidly, vulnerability backlogs grow faster than teams can remediate them. True product security requires validating risk in running systems and prioritizing what is actually exploitable.

Secure-by-Design is achieved when resolution velocity exceeds discovery velocity.

Download the Executive White Paper

Learn how to move from detection-driven reporting to measurable risk reduction with Semantic Runtime Validation.

Download now and start building Secure-by-Design into your product security strategy.

Why Choose Aptori for AI Security

Aptori is your AI Security Engineer—an intelligent agent that bridges the gap between development and security. It understands your applications, finds the vulnerabilities that matter, and delivers instant actionable fixes. By aligning both teams around shared context and continuous protection, Aptori helps you secure software without slowing down innovation.