AI Bug Detection — Find hidden bugs

Not all bugs are visible in a test run.
Sopa’s AI detects functional mismatches and hidden issues that traditional QA tools can’t catch.

The problem

Most QA tools only verify what they are explicitly told to test.
If a product requirement isn’t covered in a manual or automated test, the bug will slip through.
This leads to:

• Undetected errors in production.
• Customer complaints and churn.
• Extra rework for the development team.

The solution with Sopa

Sopa uses AI to read your product tickets (Jira, Linear…) and compare them with your pull request code.

• Understand the intent behind the requirements.
• Detect if an acceptance criterion is missing.
• Flag functional mismatches invisible to standard tests.
• Post automated comments in your PR, just like a human reviewer.

Real example

A fintech team was updating their transaction flow.
Traditional QA passed, but Sopa’s AI detected that failed transactions were not being logged — a compliance risk.
They fixed it before release, avoiding potential legal penalties and reputation damage.