Comprehensible
Move fast, don't break things.
Non-invasive reliability for code and ML/AI beyond unit testing: formal verification, edge-case detection, and actionable insights.
Running & dodging porcelain elephant animation
Non-invasive
Your existing code, ML, and agents remain untouched.
Code is covered with snow and remains untouched
Verification
Specify expected behaviors concisely, and we’ll validate them formally.
Code is verified
Unusual patterns
We spot unusual patterns, notify you, and help you understand them.
Elephant detects anomalies
Testing isn’t enough
Even well-tested code and AI models can fail in the real world. Models learn shortcuts that test data misses, and unit tests rarely catch hidden edge cases. For mission-critical systems, those blind spots can become costly failures.
Model failure examples
Formal methods & monitoring, simplified
For decades, formal methods and pattern recognition were powerful but too complex for most projects. We make these techniques accessible to developers of any skill level — with minimal overhead — while supercharging your system’s reliability.
Supercharge with formal verification
Get in touch
admin@swarmis.us