Software Buyer Guide
Latest briefs
Evaluate data clean room software for lawful purpose, inputs, identity matching, query controls, privacy thresholds, exports, administration, evidence, cost, and exit before sharing data.
Evaluate CDP software with eight tests for collection, identity resolution, profiles, consent, segmentation, activation, measurement, privacy, security, data quality, portability, and cost.
Evaluate database migration software with eight tests for discovery, schema conversion, data fidelity, CDC, validation, cutover, rollback, security, records, observability, scale, and cost.
Evaluate MDM software with eight tests for source onboarding, match and merge, golden records, hierarchy, stewardship, quality, distribution, governance, audit, migration, and total cost.
Evaluate data catalog software with eight tests for metadata ingestion, search, glossary, ownership, lineage, quality, access workflow, automation, APIs, governance, adoption, and cost.
Evaluate data access governance software with nine tests for discovery, permissions, ownership, least privilege, approvals, revocation, evidence, automation, cost, and exit.
Evaluate data observability software buying checklist for workflow fit, data, access, integrations, controls, measurable pilot results, operations, cost, portability and contract terms.
Evaluate data quality software buying checklist for workflow fit, data, access, integrations, controls, measurable pilot results, operations, cost, portability and contract terms.
Evaluate hris software buying checklist for workflow fit, data, access, integrations, controls, measurable pilot results, operations, cost, portability and contract terms.
Evaluate CRM software for process fit, data model, migration, permissions, consent, integrations, reporting, security, portability, support, and measurable pilot acceptance.