The market for reliable funding data is large and growing as more companies rely on it for sales intelligence and market analysis. An MVP focusing on common, easily detectable traps could be built quickly by a small team with existing data pipeline expertise. While some tools touch on data quality, a specific focus on funding data pipeline 'traps' presents a niche that could be differentiated. Funding data is global and the underlying pipeline issues are universal, making localization straightforward.