Holistics vs NocoDB
Side-by-side trajectory, velocity, and editorial themes.
Holistics turns the BI dashboard into a conversational AI surface, on customer-owned models.
Holistics is well into a BI-meets-AI productization phase, layering conversational analytics on top of its existing modeling and dashboard core. Recent releases mix consumer-grade dashboard polish (auto-run filters, K/M/B number formatting, percentile calculations) with deeper AI plumbing: bring-your-own Claude and Gemini keys, per-user AI access controls, and now an Ask AI that asks clarifying questions back. The GitHub App integration also signals enterprise-readiness work alongside the AI push.
The product is being repositioned from a self-service BI tool to an AI-mediated analytics workspace where natural-language exploration is the headline interaction. Crucially, the team is pushing AI as an infrastructure layer customers can own — BYO LLM keys, granular access policies — rather than locking customers into a vendor-managed model. The dashboard improvements look incremental, but read as ground prep for AI agents to consume and manipulate dashboards more reliably.
Expect the next quarter to bring agentic dashboard editing — Ask AI not just answering but proposing dashboards and saving them — plus expanded BYO LLM coverage (likely Azure OpenAI or open-weights via OpenRouter) to widen procurement options for enterprise buyers.
NocoDB shifts from spreadsheet-database into a multi-surface workspace with a clearer paid tier.
NocoDB is on a tight release cadence with substantial feature drops layered on top of the database. April introduced Map View, three new field types (UUID, GeoData and others), and NocoDocs — a real document editor that sits next to the data. May has continued with multi-column form layouts, Postgres ENUM mirroring, Bookmarks for cross-workspace context, Smart Text fields, and Mermaid diagrams inside NocoDocs. The release notes now consistently split features across CE/Free vs Paid/Enterprise.
NocoDB is repositioning from 'Airtable alternative with a database' to a multi-surface workspace — table + form + map + timeline + docs — with an explicit open-core monetization split. The Self-Serve Self-Hosted Licensing flow shipping in 2026.05.1 closes the buying loop for enterprise self-hosters. AI-flavored features (Smart Text) are starting to appear but are not yet the headline pitch.
Expect the open-core split to deepen and more AI-aware field types to spread across surfaces. Given how integration-shaped the Postgres ENUM and webhook work has been, a richer agent-addressable API or an explicit MCP integration is a plausible next move.
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