ManageEngine Analytics Plus vs MotherDuck

ManageEngine Analytics Plus ships a steady stream of incremental BI depth — custom visualizations, geo projections, drill-through, shared databridges — while pushing its Zia GenAI assistant deeper into the product. The most notable recent move is bringing Zia Insights, previously scoped to single reports, up to the whole-dashboard level. It reads as a mature analytics platform maintaining breadth while making AI analysis its differentiator.

The direction is embedded AI as the default lens over data: Zia is expanding from answering questions (Ask Zia action skills) to surfacing insights across entire dashboards. Alongside that, the product keeps adding governance and extensibility — custom JS visualizations, domain allow-lists in Code Studio, shared databridges — aimed at larger, controlled deployments.

Expect Zia to keep moving from insight-surfacing toward action, building on the export/share action skills already shipped; the next likely step is more agentic Zia workflows operating across dashboards rather than single reports.