Alyssa G. Ruff, GPHR teaches a course on data integrity in the HR Analytics Academy. She is owner of HR consulting firm HR Octane, Inc. She works with global companies on their HR data integrity, HR technology, and global compensation needs. Contact Alyssa at or connect with her on LinkedIn.