AI Can Write Code.
But Who Verifies What It Will Actually Do?
AssuranceLabs computes the complete behavior of software directly from source code—providing mathematical proof of functionality, security, and compliance for AI-generated systems.
Know what your software will do before deployment.
Software Verification Is Already at its Limits. AI Just Made It Urgent.
output produced by JBMC 5.12
Traditional testing only samples behavior.
AI-generated software can pass every test and still contain unknown functionality, hidden vulnerabilities, or unintended behaviors.
The gap is growing.
As software generation accelerates, the gap between what was tested and what the code can do continues to grow.
More tests don't solve the problem.
They only sample the space more densely. You need complete behavioral analysis—not more sampling.
Meet FX™
The first technology that computes what software will do before it runs.
FX analyzes source code and derives its complete behavioral specification. Instead of asking:
The result is a Conditional Concurrent Assignment (CCA)—a mathematical representation of software behavior that serves as a digital twin of the code.
Verify Functionality
Prove software behaves exactly as intended. Compare computed behavior against requirements and specifications to identify deviations before deployment.
Expose Hidden Security Risks
Reveal unintended behaviors, anomalous outputs, and exploitable conditions that traditional testing may never encounter.
Govern Software Evolution
Track behavioral changes across releases with mathematically precise impact analysis. Know exactly what changed—and what didn't.
From Source Code to Behavioral Proof
Unlike testing, fuzzing, static analysis, or model checking, FX computes behavior directly from the code itself.
The Future of Software Assurance Requires More Than Testing
As AI-generated code becomes embedded in mission-critical systems, organizations need assurance that scales with software generation.
FX delivers behavioral evidence—not statistical confidence.
Use Cases
Defense & National Security
Verify mission-critical software before deployment.
AI-Generated Software
Validate AI-produced code against intended behavior.
Software Supply Chain Security
Know whether software components actually behave as expected.
Certification & Compliance
Generate behavioral evidence for regulatory requirements.
A Digital Twin For Software Behavior
Every analyzed component receives a mathematically exact behavioral model.
As software evolves, so does your understanding of its behavior.
The result is software governance at the behavioral level—not just the code level.
Recompute behavior instantly
Compare versions mathematically
Audit changes over time
Maintain continuous assurance
Proven Across Multiple Program Classes
FX has successfully computed behavioral specifications for:
OrbitalTransfer — Complete Behavioral Analysis
A multi-subroutine aerospace program whose behavioral specification was computed in 19 seconds.
Advancing the Science of Software Behavior
AssuranceLabs develops formal behavioral computation technologies that enable organizations to verify what software actually does—not simply what has been tested.
Our mission is to provide the verification layer required for the age of AI-generated software.
Before You Trust AI-Generated Code,
Understand Its Behavior.
Request a demonstration of FX and see software behavior computed directly from source code.