A few SQL statements + ad-hoc spreadsheet analysis can also potentially be way more achievable and powerful within a couple of spare hours than using weeks+ of

A few SQL statements + ad-hoc spreadsheet analysis can also potentially be way more achievable and powerful within a couple of spare hours than using weeks+ of engineering resources to build in-house reporting tools (that frequently end up over-fitting to specific requests).