Tellius
Tellius 5.5
Tellius 5.5
  • 🚩Getting Started
    • 👋Say Hello to Tellius
      • Glossary
      • Tellius 101
      • Navigating around Tellius
    • ⚡Quick Start Guides
      • Search
      • Vizpads (Explore)
      • Insights (Discover)
    • ✅Best Practices
      • Search
      • Vizpads (Explore)
      • Insights (Discover)
      • Predict
      • Data
    • ⬇️Initial Setup
      • Tellius architecture
      • System requirements
      • Installation steps for Tellius
      • Customizing Tellius
    • Universal Search
    • 🏠Tellius Home Page
    • ❓FAQs
      • Kaiya Conversational AI
      • Data Preparation FAQs
      • Environment FAQs
      • Search FAQs
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      • Data Caching FAQs
      • Embedding FAQs
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  • Kaiya
    • ♟️Understanding AI Agents & Agentic Flows
      • Glossary
      • Composer
      • 🗝️Triggering an agentic workflow
      • The art of possible
    • 🤹Kaiya conversational AI
      • Triggering Insights with "Why" questions
      • Mastering Kaiya conversational AI
      • 📒Kaiya Learnings
      • Kaiya Terms of Service
      • Best practices
  • 🔍Search
    • 👋Get familiar with our Search interface
    • 🤔Understanding Tellius Search
    • 📍Search Guide
    • 🚀Executing a search query
      • Selecting a Business View
      • Typing a search query
      • Constructing effective search queries
      • Marketshare queries
    • 🔑Analyzing search results
      • Understanding search results
      • Search Inspector
      • Time taken to execute a query
      • Interacting with the resulting chart
    • 📊Know your charts in Tellius
      • Understanding Tellius charts
      • Variations of a chart type
      • Building charts from Configuration pane
      • List of chart-specific fields
      • Adding columns to fields in Configuration pane
      • Absolute and percentage change aggregations
      • Requirements of charts
      • Switching to another chart
      • Formatting charts
      • Advanced Analytics
      • Cumulative line chart
    • 🧑‍🏫Help Tellius learn
    • 🕵️‍♂️Search history
    • 🎙️Voice-driven search
    • 🔴Live Query mode
  • 📈Vizpads (Explore)
    • 🙋Meet Vizpads!
    • 👋Get familiar with our Vizpads
    • #️⃣Measures, dimensions, date columns
    • ✨Creating Vizpads
    • 🌐Applying global filters
      • Filters in multi-BV Vizpads
      • Filters using common columns
    • 📌Applying local filters
    • 📅Date picker in filters
      • Customizing the calendar view
    • ✅Control filters
      • Multi-select list
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      • Range slider
      • Dropdown list
    • 👁️Actions in View mode
      • Interacting with the charts
      • Exporting tables
    • 📝Actions in Edit mode
      • 🗨️Viz-level actions
      • Copy to Clipboard
    • 🔧Anomaly management for line charts
      • Instance level
      • Vizpad level
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    • ⏳Time taken to load a chart
      • Instance level
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      • Chart level
    • ♟️Working with sample datasets
    • 🔁Swapping Business View of charts
      • Swapping only the current Vizpad
      • Swapping multiple objects
      • Configuring the time of swap
    • 🤖Explainable AI charts
  • 💡Insights (Discover)
    • 👋Get familiar with our Insights
    • ❓Understanding the types of Insights
    • 🕵️‍♂️Discovery Insights
      • Impact Calculation for Top Contributors
    • ➕How to create new Insights
      • 🔛Creating Discovery Insight
      • 🔑Creating Key Driver Insights
      • 〰️Creating Trend Insights
      • 👯Creating Comparison Insights
    • 🧮The art of selecting columns for Insights
      • ➡️How to include/exclude columns?
  • 🔢Data
    • 👋Get familiar with our Data module
    • 🥂Connect
    • 🪹Create new datasource
      • Connecting to Oracle database
      • Connecting to MySQL database
      • Connecting to MS SQL database
      • Connecting to Postgres SQL database
      • Connecting to Teradata
      • Connecting to Redshift
        • Access S3 Data with Redshift Spectrum
      • Connecting to Hive
      • Connecting to Azure Blob Storage
      • Connecting to Spark SQL
      • Connecting to generic JDBC
      • Connecting to Salesforce
      • Connecting to Google cloud SQL
        • Connecting to a PostgreSQL cloud SQL instance
        • Connecting to an MSSQL cloud SQL instance
        • Connecting to a MySQL Cloud SQL Instance
      • Connecting to Amazon S3
      • Connecting to Google BigQuery
        • Steps to connect to a Google BigQuery database
      • Connecting to Snowflake
        • OAuth support for Snowflake
        • Integrating Snowflake with Azure AD via OAuth
        • Integrating Snowflake with Okta via OAuth
        • Azure PrivateLink
        • AWS PrivateLink
        • Best practices
      • Connecting to Databricks
      • Connecting to Databricks Delta Lake
      • Connecting to an AlloyDB Cluster
      • Connecting to HDFS
      • Connecting to Looker SQL Interface
      • Loading Excel sheets
      • 🚧Understanding partitioning your data
    • ⏳Time-to-Live (TTL) and Caching
    • 🌷Refreshing a datasource
    • 🪺Managing your datasets
      • Swapping datasources
    • 🐣Preparing your datasets
      • 🤾Actions that can be done on a dataset
      • Data Pipeline
      • SQL code snippets
      • ✍️Writeback window
      • 🧩Editing Prepare → Data
      • Handling null or mismatched values
      • Metadata view
      • List of icons and their actions
        • Functions
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        • Python Transform
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        • Creating Hierarchies
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      • Fusioning your datasets
      • Scheduling refresh for datasets
    • 🐥Preparing your Business Views
      • 🌟Create a new Business View
      • Creating calculated columns
      • Creating dynamic parameters
      • Scheduling refresh for Business Views
      • Setting up custom calendars
      • Custom Calendars for Live Connections
    • Tellius Engine: Comparison of In-Memory vs. Live Mode
    • User roles and permissions
    • Refresh pipeline
  • Feed
    • 📩What is a Feed in Tellius?
    • ❗Alerts on the detection of anomalies
    • 📥Actions done on a tracking Feed
    • 🖲️Track a new metric
  • Assistant
    • 💁Introducing Tellius Assistant
    • 🎤Voice-based Assistant
    • 💬Interacting with Assistant
    • ↖️Selecting Business View
  • Embedding Tellius
    • What you should know before embedding
    • Embedding URL
      • 📊Embedding Vizpads
        • Apply and delete filters
        • Vizpad-related actionTypes
        • Edit, save, and share a Vizpad
        • Keep, remove, drill sections
        • Adding a Viz to a Vizpad
        • Row-level policy filters
      • 💡Embedding Insights
        • Creating and Viewing Insights
      • 🔎Embedding Search
        • Search query execution
      • Embedding Assistant
      • 🪄Embedding Kaiya
      • Embedding Feed
  • API
    • Insights APIs
    • Search APIs
    • Authentication API (Login API)
  • ✨What's New
    • Release 5.5
    • Release 5.4
      • Patches 5.4.0.1 to 5.4.0.4
      • Patch 5.4.0.5
      • Patch 5.4.1
      • Patches 5.4.1.1 and 5.4.1.2
    • Release 5.3
      • Patch 5.3.1
      • Patch 5.3.2
      • Patch 5.3.3
    • Release 5.2
      • Patch 5.2.1
      • Patch 5.2.2
    • Release 5.1
      • Patch 5.1.1
      • Patch 5.1.2
      • Patch 5.1.3
    • Release 5.0
      • Patch 5.0.1
      • Patch 5.0.2
      • Patch 5.0.3
      • Patch 5.0.4
      • Patch 5.0.5
    • Release 4.3 (Fall 2023)
      • Patch 4.3.1
      • Patch 4.3.2
      • Patch 4.3.3
      • Patch 4.3.4
    • Release 4.2
      • Patch 4.2.1
      • Patch 4.2.2
      • Patch 4.2.3
      • Patch 4.2.4
      • Patch 4.2.5
      • Patch 4.2.6
      • Patch 4.2.7
    • Release 4.1
      • Patch 4.1.1
      • Patch 4.1.2
      • Patch 4.1.3
      • Patch 4.1.4
      • Patch 4.1.5
    • Release 4.0
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On this page
  • 1. Ask a "Why" question
  • 2. Kaiya requests key Insight parameters
  • 3. Automatic Insight Configuration
  • 4. Click on “Generate Insight”
  • 5. Insight Results
  • 6. Navigation to the Insights page

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  1. Kaiya
  2. Kaiya conversational AI

Triggering Insights with "Why" questions

Get Insights delivered directly from Kaiya

PreviousKaiya conversational AINextMastering Kaiya conversational AI

Last updated 1 month ago

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Kaiya supports automated insight generation via natural language "why" questions (e.g., “Why has revenue changed?”). When such a question is asked, Kaiya internally triggers the Insights Agent, configures a comparative analysis, and populates insight settings automatically—without requiring manual setup or pre-configuration in Composer.

This feature eliminates the need to navigate menus, select filters, or define calculations manually, while still allowing full control for advanced overrides.

1. Ask a "Why" question

After selecting the required Business View, ask a natural question starting with "Why". They are auto-routed to the Insights Agent. Below are a few examples:

  • “Why has the revenue dropped?” - Identifies top declining segments between two time periods

  • “What’s driving the increase in costs between this quarter and last quarter?” - Compares cost increments and finds driving categories

  • “Why did market share shift for Product X?” - Surfaces contributors (e.g., region, size, channel) to share change

2. Kaiya requests key Insight parameters

If required inputs (like time ranges or target metrics) are missing, Kaiya will prompt you to provide:

  • Previous time range

  • Current time range

  • Target measure (e.g., Sales, Revenue, Profit)

3. Automatic Insight Configuration

Once relevant input is received, Kaiya auto-configures the analysis:

  • Measure: The target measure mapped from your question (e.g., Sales → SUM(Sales))

  • Date Column: Auto-identified based on your question/additional input

  • Time Periods to Compare: Selects the time period explicitly mentioned in your query (e.g., “this month vs last month”)

  • Features (Dimensions): A broad set of dimensions (e.g., Region, SubCategory, Segment, Manufacturer, etc.) is pre-selected for analysis. Kaiya uses internal heuristics and metadata tags to select appropriate columns automatically.

All the above configurations are visible before execution. You can change the measure, adjust the time ranges, include/exclude specific columns, or even change the Business View if needed.

4. Click on “Generate Insight”

Once the setup is confirmed, click on the “Generate Insight” button. The Insights Agent runs a comparative analysis across the selected features. The output will highlight:

  • Key contributors to the change

  • Root cause drivers (e.g., which regions or segments changed most)

  • Summaries and structured explanations

Make sure to use column names and time period (if required) in your query. If prompted for details, provide comma-separated inputs like: last month, this month, profit

5. Insight Results

Once you've reviewed the pre-filled configuration and clicked Generate Insight, Kaiya will begin computing the analysis in the background using the Insights Agent. Kaiya offloads the analytical workload and starts processing the Insight asynchronously, which can be tracked in the Notifications page. A small banner appears in the top-right corner of the screen confirming that the insight is being generated.

Once the insight is ready, the following banner updates to inform you that Insights have been generated.

Once generated, the insights are automatically displayed inline—right in your current conversation thread. The results include key contributors broken down by relevant dimensions (e.g., Region, Product, Segment) and narrative summary.

6. Navigation to the Insights page

Alongside the result, you can find the “Open Insight” button which navigates you to the dedicated Insight page, where you can:

  • Interact with the breakdown

  • Apply additional filters

  • Export or share the results

  • Compare across more granular segments

This ensures actionable, automated analytics with minimal configuration effort—but retain full control to explore deeper if needed.

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Kaiya prompting for key parameters
Insights auto-configured
After the Insights are generated
Insights results generated in Kaiya
Dedicated Insights results