Scrapbox partnered with Arrived across multiple engagements to improve the quality and usefulness of its business data. Scrapbox supported data engineering initiatives focused on database cleanup, data enrichment, and workflow improvements, helping Arrived turn raw operational data into cleaner, more reliable information for decision-making.