What it is
STICKBUG generates realistic, fully synthetic loan files so your QA teams can test rules, audit workflows, and review queues without touching real borrower data.
Every file is clean by default, and you can inject specific defects on demand to see whether your checks catch them.
What you get
Realistic Files At Volume: Synthetic loan documents that look and behave like production files, MISMO aligned, so your test logic runs against data it will actually see.
Defects On Demand: Inject targeted exceptions and edge cases to confirm your review process flags what it should, instead of waiting for a real bad file to surface.
No PII: Nothing in the output is real borrower data, so your test environments and vendors carry no exposure.
Broader Coverage: Execute on edge cases rarely found in production that often go untested as a result
When to use it
Validating new or changed test rules and/or test cases before they hit production
Stress-testing review queues and audit workflows
Training staff on realistic files without privacy risk
Building repeatable test sets you can rerun on demand
Why it works
Because the files are synthetic but standards-aligned, you get the realism your checks need and the safety your compliance team requires. No tradeoff between useful test data and protected data.
