Best Practice for Water and Sanitation Data Management

Water and sanitation data management in Sub-Saharan Africa water utilities is an irreplaceable factor in sustainable water services provision. Yet despite this, data credibility still requires more work to exist. Can someone share with me any currently available methods or tools for water utility data validation and accreditation?