Theme · updated weekly

AI Native in Analytics — SaaS tools & trends 2026

1 product Sparkpulse tracks is shipping around AI native in Analytics. The highest-velocity AI native product right now is Holistics (ranked by Sparkpulse's velocity score). The theme runs across 6 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Tracked products here hold a velocity score of 7.5 out of 10. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Scoped to Analytics. View AI native across all sectors →

Products shipping around AI native

#01HolisticsHolistics leans into analytics-as-code with agentic dev workflows and a Power BI migration path7.5alternatives →

Frequently asked questions about AI native

Which SaaS tools ship AI native in Analytics in 2026?

Holistics — the AI native products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which AI native product has the highest shipping velocity?

Holistics, with the top velocity score (7.5/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around AI native?

Sparkpulse currently tracks 1 product carrying the AI native theme in Analytics, updated continuously from verified release data.