This study applies exploratory and inferential analytics to real operational data extracted from the activity ledger of a Nigerian background verification firm. The dataset comprises 553 verified transactions across 43 corporate clients and 6 verification categories — Guarantor, Address, Criminal, Education/Credential, Credit, and Identity — spanning 2019 to 2025, with the bulk of activity in 2024.