Preventing the "soul-crushing" BI moment with pre-presentation checks

Preventing the "soul-crushing" BI moment with pre-presentation checks targets a $6.0B = 200,000 businesses × $30K ACV total addressable market with medium saturation and a year-over-year growth rate of 20% = estimated growth for data observability and analytics tooling (MarketsandMarkets and Gartner 2023-2024 estimates).

Key trends driving demand: Self-service BI adoption is increasing — more non-technical users create dashboards, which raises the frequency of human-facing mistakes that undermine trust.; Data observability and testing tools are moving from engineering-only to analyst-facing, creating opportunities for UX-focused products that prevent presentation failures.; LLMs and structured-data validators can now explain, summarize, and detect misleading aggregations, enabling automated 'presentation checks' that were previously manual.; Executive focus on data-driven decision-making means a single public failure can lead to rapid vendor churn, increasing willingness to pay to avoid such incidents..