Implementation timelines vary based on warehouse complexity, data quality, and how many locations or integrations are involved. Implementation timelines vary based on business complexity, data quality, customisation requirements, and organisational readiness. Estimates provided are typical ranges based on DWR's experience with 250+ implementations. A single-site warehouse with clean existing data typically moves faster than a multi-location operation migrating from several disconnected systems at once.