Restore Excel & human-in-loop workflows for modern BI/AI pipelines

Restore Excel & human-in-loop workflows for modern BI/AI pipelines targets a $48.0B = 8M mid-market & enterprise orgs x $6K ACV total addressable market with medium saturation and a year-over-year growth rate of 14% CAGR in BI & analytics combined with rising automation adoption.

Key trends driving demand: Spreadsheet persistence -- Despite BI adoption, users still rely on Excel for modeling, approvals, and downstream workflows, creating demand for round-trip integrations.; AI-assisted ETL & transformation -- LLMs can auto-generate transformation logic and natural-language mapping between datasets, reducing friction for non-technical users.; Governance & auditability -- Regulatory and internal compliance needs drive desire for auditable human approvals in automated pipelines.; Composable data stacks -- Modern connectors and microservices allow rapid integration with BI, data warehouses, and SaaS systems making product build faster and cheaper..