The dashboard is dying slowly. Snowflake Cortex and Databricks Genie shipped native text-to-SQL and natural-language semantic layers in 2025; the analyst seat that previously opened Tableau or Looker now opens a notebook with a chat input. The 19 companies in this category — $1.48B in cumulative disclosed capital — split between the ones building that new surface (Hex, Hebbia, Pecan AI) and the ones absorbing AI into existing BI (Domo, Anaplan). The moats live in workflows the warehouse cannot own.
The dashboard era is ending
- Hex ($68M Series B). Collaborative SQL-plus-Python notebook with aggressive natural-language query and chart generation. The wedge is multiplayer analyst workflows that warehouse-native chatbots cannot replicate — Snowflake Cortex and Databricks Genie are features, Hex is a workspace.
- Hebbia ($161M Series B, July 2024). Retrieval-grade analytics over unstructured private corpora — investment memos, legal review, regulatory filings. Warehouses index structured tables; Hebbia indexes the documents around them.
- Pecan AI (Israel). Generates SQL-based predictive models directly inside the warehouse, removing the data-export step that killed earlier predictive vendors. Predictive analytics goes warehouse-resident or it dies.
- Domo ($690M cumulative). The public-market BI veteran bolting generative features onto an established planning and dashboard surface. Anaplan plays the same incumbent role on the planning side.
- Kensho ($550M cumulative, acquired by S&P Global). Vertical-finance specialization — jurisdictional or vertical depth as the alternative to horizontal BI.
- Presight AI (Abu Dhabi). Sovereign-analytics archetype, extending government-grade analytics from the UAE the way HUMAIN extends sovereign-AI infrastructure from Saudi Arabia.
Geographically the category is US-anchored — 10 of 12 disclosed HQs — with Israel (Pecan) and the UAE (Presight) the non-US footholds. Capital is bimodal: legacy raises (Domo, Kensho, Anaplan-scale platforms) sit alongside capital-efficient newcomers like Hex and Schematic ($6.5M seed in April 2026) riding Snowflake and Databricks distribution.
What gets squeezed in 2026
The make-or-buy moment is here. Cortex and Genie have absorbed the easy text-to-SQL use cases. Standalone BI assistants now defend a higher-value workflow — collaboration (Hex), unstructured retrieval (Hebbia), warehouse-resident prediction (Pecan), or vertical depth (Kensho-pattern). Generic chatbot-on-top-of-warehouse plays get crushed between native warehouse features and deeper-workflow specialists.