Current AI Features
Current AI Features
Powerful AI capabilities available today, with more innovations coming soon
Gen AI data transforms
In November 2024, we released in‑pipeline AI transforms via the External Lookup step — call AI services mid‑pipeline to enrich, classify, redact, or generate text from your data.
Supported services include geocoding (non-AI), sentiment analysis, PII detection, entity recognition, and OpenAI (bring your own prompt).
AI help-bot
Zappy provides instant assistance inside Zap Data Hub — trained on our docs and learning content, linking you straight to what you need.


Zappy provides instant assistance inside Zap Data Hub — trained on our docs and learning content, linking you straight to what you need.
Upcoming features
We’re building our AI vision aggressively. These features are approaching public beta. If you’re an existing customer, please reach out to discuss early access.
Modeling copilot (coming soon)
From best practice recommendations to semantic search. From ERD to data lineage question, our modeling copilot is context‑aware — suggesting relationships, calculations, documentation, and more.
From best practice recommendations to semantic search. From ERD to data lineage question, our modeling copilot is context‑aware — suggesting relationships, calculations, documentation, and more.
Modeling copilot (coming soon)
Conversational AI (coming soon)
With Talk Data to Me, ask questions in Zap Analytics and Microsoft Teams, share answers, and set data‑driven alerts — right where your team works.
With Talk Data to Me, ask questions in Zap Analytics and Microsoft Teams, share answers, and set data‑driven alerts — right where your team works.
Conversational AI (coming soon)
Prediction transform (coming soon)
Built on our in‑pipeline Gen AI building blocks, the prediction transform adds business‑configurable forecasts to your tables — single‑variable and multivariable, with external drivers (e.g., weather). Warehouse‑native versioning enables back‑testing to build trust.
Built on our in‑pipeline Gen AI building blocks, the prediction transform adds business‑configurable forecasts to your tables — single‑variable and multivariable, with external drivers (e.g., weather). Warehouse‑native versioning enables back‑testing to build trust.
Prediction transform (coming soon)
Explore platform features

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Role-specific: Designed for your role and journey
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Stay informed with monthly release videos
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Instant assistance with our AI help-bot, Zappy
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In-app, context-specific doc navigation
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Also available at docs.zapbi.com
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Hover over elements for tooltips and quick links
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In-app scheduled weekly ask-me-anything's (AMAs)
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Mentoring available on-request


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Filter by difficultly, topic or status (unwatched and more)
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Use picture-in-picture mode for seamless side-by-side guidance
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Navigate quickly with jump-to-chapter functionality
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In-app video and AI guidance
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Role-specific: Designed for your role and journey
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Stay informed with monthly release videos
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Instant assistance with our AI help-bot, Zappy
Docs and real humans!
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In-app, context-specific doc navigation
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Also available at docs.zapbi.com
-
Hover over elements for tooltips and quick links
-
In-app scheduled weekly ask-me-anything's (AMAs)
-
Mentoring available on-request


In-app training video platform
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Filter by difficulty, topic or status (unwatched and more)
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Use picture-in-picture mode for seamless side-by-side guidance
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Navigate quickly with jump-to-chapter functionality

