Conversational Analytics

Conversational analytics, explained

Conversational analytics in Analytify: ask questions in plain English and get governed dashboards, SQL, and written answers on a trusted semantic layer.

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✓ Governed semantic layer✓ Plain-English answers✓ Embed & self-host
Overview

What conversational analytics means for your team

Conversational analytics is core to how Analytify works — an AI analyst on top of governed data your whole team can use.

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Ask in plain English

Type a business question; get the chart, the SQL, and a written explanation.

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Governed & trusted

Answers are grounded in a central semantic layer, not guesses.

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Embed anywhere

Put governed analytics inside your product, multi-tenant and white-labeled.

FAQ

Frequently asked questions

What is conversational analytics?+
Conversational analytics is an approach to analytics where AI turns plain-language questions into governed dashboards, SQL, and narratives, grounded in a trusted semantic layer.
How does Analytify do conversational analytics?+
Analytify reads your governed semantic layer, generates the query and visualization, and shows the SQL so results are auditable.
Is it accurate?+
Accuracy depends on a well-defined semantic layer. When metrics and joins are governed centrally, Analytify grounds answers in those definitions and shows the SQL.
Can I embed or self-host it?+
Yes — embed governed analytics in your product, and self-host via the free Community Edition or run Analytify Cloud.

See conversational analytics in action

Book a 15-minute walkthrough on your data, then talk architecture and pricing.

Book a demo →Try the Community Edition

Conversational Analytics: chat with your data

By the Analytify BI team · Last updated August 2026

Conversational analytics lets people ask follow-up questions of their data in a chat interface and get governed answers in context.

It matches how people actually think, iteratively, but the conversation is only as trustworthy as the semantic layer underneath it.

What to evaluate

  • Governed metrics behind every answer
  • Context retention across follow-ups
  • Visible SQL and explanations
  • Security scoping per user

How Analytify approaches it

Analytify delivers conversational analytics through GenieAIQ on a governed semantic layer, with the SQL shown for every answer.

Because Analytify runs on a governed semantic layer and ships as both managed cloud and a free, self-hostable Community Edition, you get plain-English AI analysis, native white-label embedding with row-level security, and per-user pricing with unlimited embedded viewers, without giving up governance or control.

FAQ

What is conversational analytics?

Asking and refining data questions in a chat interface, with each answer grounded in governed data.

Is it accurate?

When grounded in a governed semantic layer and showing its SQL, yes, verifiably.

How does Analytify handle it?

Analytify delivers conversational analytics through GenieAIQ on a governed semantic layer, with the SQL shown for every answer.