Make enterprise data preparation simple and quick to deploy for mid/large teams

Make enterprise data preparation simple and quick to deploy for mid/large teams targets a $8.0B = 200K enterprises × $40K ACV total addressable market with high saturation and a year-over-year growth rate of 15% YoY — based on rapid cloud data warehouse, ELT, and data-prep adoption (Gartner/IDC estimates for data integration and preparation markets averaged 12–18%).

Key trends driving demand: Cloud-native data stacks have made ETL/ELT and in-cloud transformations cheaper and faster, lowering barriers to entry for small vendors.; Buyers prefer faster time-to-value and predictable pricing, creating an opening for simpler, opinionated tools.; Increasing enterprise focus on data governance and secure authentication raises demand for solutions that combine ease-of-use with enterprise security.; AI-assisted mapping and transformation recommendation features reduce manual work and make automated suggestions a competitive differentiator..