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Kubit

ANALYTICS
Velocity5.0

Kubit pivots from query builder to agentic analytics with the Lumos AI chat.

product analyticsagentic aiai readinessenterprisegovernanceux polish
◆Current state
Kubit is a product-analytics platform that has spent the last quarter shifting from a manual report-builder model toward an agentic one. The headline move is Lumos Agentic AI Chat, which lets users describe reports in natural language instead of clicking through a builder. Alongside it, an AI Readiness framework continually scores how well a customer's metadata is prepared for that workflow.
◆Where it's heading
Every directional release this quarter either ships agentic capability or removes blockers in front of it. AI Readiness keeps expanding its assessment surface (virtual events, breakdown fields) so customers can see exactly what gaps would limit Lumos. Enterprise-readiness work like granular Slack permissions and partial caching is clearing the path for production rollout rather than chasing new categories.
◆Prediction
Expect Lumos to extend past chat into scheduled agent runs and proactive insights surfaced on dashboards, with a Slack or Teams entry point built on the new fine-grained permission model.

◆Recent moves

  1. 26d ago

    Introducing the Lumos Agentic AI Chat

    ⚡ SPARK

    The Lumos Agentic AI Chat is the keystone of Kubit's agentic pivot — the AI Readiness work of recent months exists to make this product viable for the customers who enable it.

    View source ↗
  2. 1mo ago

    🔍 Flow Analysis: 2-Step Conversion

    Loosening Flow Analysis to a two-step minimum is a small but real expansion of where the feature can be used — single-conversion drop-off questions previously needed a contrived third step.

    View source ↗
  3. 1mo ago

    📊 AI Readiness: Virtual Events and Measures

    Folding virtual events and measures into AI Readiness widens the scoring surface so customers get a more honest picture of whether their metadata is actually ready for Lumos.

    View source ↗
  4. 1mo ago

    🔒 Granular Slack Permissions

    Restricting who can wire Kubit into shared Slack channels is the kind of permission-scope work that closes enterprise procurement objections — likely a precondition for security reviews in larger accounts.

    View source ↗
  5. 1mo ago

    🎨 UI Polish: Tables, Charts, and Agent Experience

    Cosmetic polish across tables, charts, and agent buttons — the kind of cleanup work that ships every release without changing what the product can do.

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  6. 2mo ago

    📊 Breakdown Fields in AI Readiness

    Counting Breakdown fields in AI Readiness gives customers a fuller picture of metadata health and continues a clear pattern: every gap that would silently degrade Lumos's answers is being made visible in the readiness score first.

    View source ↗