sigmacomputing · pballai · Jan 6, 2025 · Jan 6, 2025
diff --git a/...aguides/src/Fundamentals 1: Getting Around_v2/Fundamentals 1: Getting Around.md b/...aguides/src/Fundamentals 1: Getting Around_v2/Fundamentals 1: Getting Around.md
@@ -63,7 +63,13 @@ Development teams building Sigma assets for embedding in a larger platform are a
 
 This full feature parity, combined with the lack of necessary coding, makes Sigma the fastest, most flexible, and most powerful embedding tool in the market.
 
- ### Sigma Target Audience
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
+ ### Target Audience
 Sigma’s target audience includes data analysts, business users, decision-makers, and anyone who needs to work with data, providing intuitive and powerful tools to explore, analyze, and visualize information without requiring deep technical expertise.
 
 ### Prerequisites

diff --git a/...c/Fundamentals 2: Working with Tables-v2/Fundamentals 2: Working with Tables.md b/...c/Fundamentals 2: Working with Tables-v2/Fundamentals 2: Working with Tables.md
@@ -39,6 +39,12 @@ Managing data at the column level ensures consistency and accuracy, preventing c
 <strong>IMPORTANT:</strong><br> Sigma recommends that you use non-production resources when doing QuickStarts.
 </aside>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ## Table Basics
 Duration: 6
 

diff --git a/...: Working with Vizualizations-v2/Fundamentals 3: Working with Visualizations.md b/...: Working with Vizualizations-v2/Fundamentals 3: Working with Visualizations.md
@@ -60,6 +60,12 @@ Sigma supports a wide variety of types so be sure to check our documentation for
 
 For the latest list of supported Viz types, [click here.](https://help.sigmacomputing.com/docs/intro-to-visualizations)
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Sigma combines with the unlimited power of the cloud data warehouse and the familiar feel of a spreadsheet; no limit on the amount of data you wish to analyze. Sigma is awesome for users of Excel and even better for customers who have millions of rows of data.
 

diff --git a/...ls 4: Working with Pivot Tables-v2/Fundamentals 4: Working with Pivot Tables.md b/...ls 4: Working with Pivot Tables-v2/Fundamentals 4: Working with Pivot Tables.md
@@ -23,6 +23,12 @@ We will be working with some common sales data from our fictitious company `Plug
 <strong>IMPORTANT:</strong><br> This QuickStart assumes you have already taken the QuickStart Fundamentals 1 and 2, and are now generally familiar with Sigma. Given this, some steps are assumed to be known and may not be shown in detail.
 </aside>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Sigma combines with the unlimited power of the cloud data warehouse and the familiar feel of a spreadsheet; no limit on the amount of data you wish to analyze. Sigma is awesome for users of Excel and even better for customers who have millions of rows of data.
 

diff --git a/...sigmaguides/src/Fundamentals 5 - Input Tables-v2/fundamentals_5_input_tables.md b/...sigmaguides/src/Fundamentals 5 - Input Tables-v2/fundamentals_5_input_tables.md
@@ -27,6 +27,12 @@ We will be working with some common sales data from our fictitious company `Plug
 <strong>IMPORTANT:</strong><br> This QuickStart assumes you have already taken the QuickStart Fundamentals 1 and 2, and are now generally familiar with Sigma. Given this, some steps are assumed to be known and may not be shown in detail.
 </aside>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Sigma combines the unlimited power of the cloud data warehouse with the familiar feel of a spreadsheet, with no limit on the amount of data you wish to analyze. Sigma is awesome for users of Excel and even better for customers who have millions of rows of data.
 

diff --git a/site/sigmaguides/src/Fundamentals 6: Controls-v2/fundamentals_6_controls_v2.md b/site/sigmaguides/src/Fundamentals 6: Controls-v2/fundamentals_6_controls_v2.md
@@ -47,6 +47,12 @@ We will be working with some common sales data from our fictitious company `Plug
 <strong>IMPORTANT:</strong><br> This QuickStart assumes you have already taken the QuickStart Fundamentals 1 and 2, and are now generally familiar with Sigma. Given this, some steps are assumed to be known and may not be shown in detail.
 </aside>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Sigma combines the unlimited power of the cloud data warehouse with the familiar feel of a spreadsheet, with no limit on the amount of data you wish to analyze. Sigma is awesome for users of Excel and even better for customers who have millions of rows of data.
 

diff --git a/...uides/src/Fundamentals 7: Administration_v2/fundamentals_7_administration-v2.md b/...uides/src/Fundamentals 7: Administration_v2/fundamentals_7_administration-v2.md
@@ -19,6 +19,12 @@ This QuickStart introduces the essential administrative features and considerati
 <strong>IMPORTANT:</strong><br> Some features may carry the "Beta" tag. Beta features are subject to quick, iterative changes. As a result, the latest product version may differ from the contents of this document.
 </aside>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Administrators (admin) who are new to Sigma and want a quick overview of the available features common to their role. 
 

diff --git a/...c/Fundamentals 8: Beyond The Basics-1-v2/Fundamentals 8: Beyond The Basics-1.md b/...c/Fundamentals 8: Beyond The Basics-1-v2/Fundamentals 8: Beyond The Basics-1.md
@@ -19,6 +19,12 @@ We are happy to get feedback and suggestions on other topics for QuickStart that
 
 If you have comments, please feel free to open an issue [here.](https://github.com/sigmacomputing/sigmaquickstarts/issues)
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### Target Audience
 Sigma users who have recently completed the QuickStart [Fundamentals](https://quickstarts.sigmacomputing.com/?cat=fundamentals) or have some experience using Sigma in general. 
 

diff --git a/...es/src/Retail & CPG 1: retention_analysis/Retail & CPG 1: Retention Analysis.md b/...es/src/Retail & CPG 1: retention_analysis/Retail & CPG 1: Retention Analysis.md
@@ -20,6 +20,12 @@ This lab is intended to showcase advanced features such as cross-level aggregate
 ### Prerequisites
 - This lab is designed to be stand alone, and does not require pre-modeling of data. All you will need is access to a Sigma environment.  
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### What You Will Learn 
 - How to build a workbook from the data source up
 - How to parse JSON using Sigma's UI

diff --git a/...maguides/src/Retail & CPG 2: Cohort Analysis/Retail & CPG 2: Cohort Analysis.md b/...maguides/src/Retail & CPG 2: Cohort Analysis/Retail & CPG 2: Cohort Analysis.md
@@ -16,10 +16,15 @@ Duration: 5
 
 This lab is intended to showcase advanced features such as cross-level aggregate calculations, extracting values from JSON, Tracing lineage in Sigma, and showing different paths an analyst can take to achieve their goals. 
 
-
 ### Prerequisites
 - This lab is designed to be a follow up to the Sigma Retail & CPG Series Retention Analysis lab. If you have not already, please complete the steps for Retention Analysis here: [Sigma Retail & CPG Series : Retention Analysis](https://quickstarts.sigmacomputing.com/guide/retail-cpg-1-retention-analysis/index.html)
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### What You Will Learn 
 - How to create child elements from existing workbook objects 
 - How to run calculations across multiple aggregation levels 

diff --git a/site/sigmaguides/src/Tables_input_tables_use_cases/input_tables_use_cases.md b/site/sigmaguides/src/Tables_input_tables_use_cases/input_tables_use_cases.md
@@ -38,6 +38,12 @@ Sigma customers already use input tables for:
     </li>
 </ul>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### Target Audience
 Anyone who is trying to create QS content using Sigma and wants to augment, adjust, interact and create "what-if" scenarios.
 

diff --git a/site/sigmaguides/src/administration_audit_logging/administration_audit_logging.md b/site/sigmaguides/src/administration_audit_logging/administration_audit_logging.md
@@ -25,6 +25,11 @@ Since the data is available as a Sigma connection, we can explore it in a Sigma
 <strong>IMPORTANT:</strong><br> No customer data is stored in the Audit Log. Only events/actions and context is logged. 
 </aside>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
 
 ### Target Audience
 Anyone who is trying to monitor backend service activities and details related to Sigma.

diff --git a/...igmaguides/src/administration_export_bursting/administration_export_bursting.md b/...igmaguides/src/administration_export_bursting/administration_export_bursting.md
@@ -39,6 +39,12 @@ For example, reports containing sensitive information that require enhanced secu
 
 Additionally, for frequent or high-volume email distributions, ensuring recipients receive only the most relevant information at a manageable pace can help maintain engagement. In such cases, using secure portals or leveraging Sigma’s role-based access may offer a more tailored solution.
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### Target Audience
 
 Anyone responsible for regularly distributing tailored reports to specific groups within an organization. Users who manage reporting workflows, especially those needing to deliver customized content to diverse stakeholders efficiently, will find export bursting a valuable tool for automating and streamlining report delivery.

diff --git a/...igmaguides/src/administration_materialization/administration_materialization.md b/...igmaguides/src/administration_materialization/administration_materialization.md
@@ -20,6 +20,12 @@ We will define it, provide some guidance on the why/when to use it and who sets
 
 Lastly, we will step through using Sigma and Snowflake to materialize some data so that the workflow in Sigma is understood.
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Sigma administrators who are interested in improving performance when working with complex datasets or just generally interest in learning more about materialization. 
 

diff --git a/site/sigmaguides/src/administration_metrics/administration_metrics.md b/site/sigmaguides/src/administration_metrics/administration_metrics.md
@@ -53,6 +53,12 @@ Incorporate common business calculations into your `business users` without havi
       <li>Granular access control through dataset permissions</li>
 </ul>
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### Target Audience
 Anyone who is trying to create content in Sigma and those interested in governing the calculations that are being used.
 

diff --git a/...igmaguides/src/administration_version_tagging/administration_version_tagging.md b/...igmaguides/src/administration_version_tagging/administration_version_tagging.md
@@ -37,6 +37,12 @@ The `Quality Assurance` version is used for testing and approval purposes. Once
 <strong>IMPORTANT:</strong><br> Sigma’s version tagging facilitates collaboration and assures control, especially in team environments where multiple users are working on the same workbook.
 </aside> 
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
  ### Target Audience
 Semi-technical users who are interested in a more controlled (ie: SDLC) methodology for developing, testing and deploying Sigma content.
 

diff --git a/...a_and_snowflake/build_customer_facing_applications_using_sigma_and_snowflake.md b/...a_and_snowflake/build_customer_facing_applications_using_sigma_and_snowflake.md
@@ -21,6 +21,12 @@ Whether you are a global retailer, a tech company, or a financial services firm,
 
 This Sigma and Snowflake lab is designed to teach you how to build customer facing analytics applications that allow your end users to dive deeper and go further with data. 
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### Target Audience
 Data Analysts, Business Analysts, or others who are doing next level analysis on their data in Sigma. No SQL is required for this lab, but the concepts do get technically complex.
 

diff --git a/site/sigmaguides/src/dataapps_reconciliation/dataapps_reconciliation.md b/site/sigmaguides/src/dataapps_reconciliation/dataapps_reconciliation.md
@@ -74,6 +74,12 @@ This process offers several key benefits:
 
 This QuickStart focuses on inventory management, but the same methodology can be applied to other use cases where consistent and reliable data tracking is critical, such as billing adjustments, account reconciliations, or validating data integrity during migration projects.
 
+<aside class="positive">
+<strong>IMPORTANT:</strong><br> Some screens in Sigma may appear slightly different from those shown in QuickStarts. This is because Sigma is continuously adding and enhancing functionality. Rest assured, Sigma’s intuitive interface ensures that any differences will not prevent you from successfully completing any QuickStart.
+</aside>
+
+For more information on Sigma's product release strategy, see [Sigma product releases.](https://help.sigmacomputing.com/docs/sigma-product-releases)
+
 ### Target Audience
 Sigma builders interested in keveraging the advanced capabilities to create fully functionion Data Apps. 
 

diff --git a/site/sigmaguides/src/dataaps_fundamentals/assets/dataaps_fun_1t1.png b/site/sigmaguides/src/dataaps_fundamentals/assets/dataaps_fun_1t1.png