Synthesize multiple SaaS dashboards into a single AI-explained insights view

Synthesize multiple SaaS dashboards into a single AI-explained insights view targets a $6.0B = 400K SaaS & digital-subscription businesses × $15K ACV total addressable market with high saturation and a year-over-year growth rate of 15% YoY (industry BI/analytics and AI-driven analytics convergence; estimates aligned with Gartner/IDC analytics market growth rates).

Key trends driving demand: Consolidation of data stacks — teams are standardizing on warehouses and reverse-ETL, making centralized cross-source analytics easier to deliver.; AI explainability demand — teams expect not just dashboards but human-readable explanations and action recommendations powered by models.; Shift to product-led growth — more companies need tight revenue-product attribution to optimize onboarding, activation and expansion funnels.; Cheaper ML primitives — foundation models and pay-as-you-go ML inference reduce the cost and time required to ship explainability features..