Overview
Enterprise Tableau modernization requires more than converting dashboards. Organizations must first understand what should migrate, identify technical risks, estimate migration effort, and ensure that business-critical analytics remain trusted after migration.
MigratorIQ4Tableau is an AWS-native, agentic analytics modernization platform built on Amazon Bedrock AgentCore. Specialized AI agents collaborate across portfolio assessment, migration, Trust & Validation, exception analysis, and reporting to automate the end-to-end Tableau modernization lifecycle. The platform integrates with AWS Transform to deliver a secure, scalable, and repeatable migration experience while supporting execution entirely within the customer's AWS environment.
The platform begins with an agentic assessment of Tableau Server and Tableau Cloud environments. AI agents inventory workbooks, dashboards, data sources, calculations, dependencies, permissions, and usage patterns to create a comprehensive migration blueprint. The assessment identifies migration-ready assets, unsupported capabilities, complexity hotspots, quick-win opportunities, and estimated migration effort, enabling organizations to prioritize modernization initiatives with confidence. The resulting assessment can be executed through AWS Transform or directly within MigratorIQ4Tableau, providing flexibility to align with each organization's preferred migration operating model.
During migration, specialized Amazon Bedrock AgentCore agents orchestrate and automate the migration of supported Tableau dashboards, worksheets, visualizations, calculated fields, filters, parameters, hierarchies, groups, sets, and semantic logic into Amazon Quick. By coordinating migration activities through an agentic workflow, MigratorIQ4Tableau reduces repetitive redevelopment effort while improving consistency, governance, and delivery predictability across enterprise-scale analytics portfolios.
Trust & Validation is fundamental to successful analytics modernization. Dedicated validation agents independently compare migrated Amazon Quick dashboards with their Tableau source across visual fidelity, data accuracy, calculations, filters, parameters, and semantic consistency. AI-assisted fidelity scoring, variance detection, exception reporting, and structured validation workflows help organizations accelerate business acceptance while reducing migration risk and downstream rework. The resulting Trust & Validation report provides objective evidence to support business acceptance and production readiness.
Purpose-built for AWS, MigratorIQ4Tableau is deployed entirely within the customer's AWS environment using Amazon Bedrock AgentCore. The platform integrates natively with AWS Transform, allowing customers to execute assessment, migration, and validation workflows as part of their broader AWS analytics modernization journey. Organizations may also invoke the platform directly to support existing migration methodologies while maintaining complete control of their data. Customer data remains within the customer's AWS environment throughout execution.
The public AWS Marketplace listing is offered without software subscription charges. Customers pay only for the AWS infrastructure consumed during execution. Enterprise migration engagements, implementation services, custom accelerators, and premium support are available through AWS Marketplace Private Offers.
Highlights
- Assess and Prioritize: Assess Tableau estates using specialized AI agents that discover assets and dependencies, evaluate migration readiness and complexity, identify unsupported capabilities, and prioritize quick-win modernization opportunities.
- Accelerate migration: Automate supported Tableau-to-Amazon Quick migration using AI agents deployed on Amazon Bedrock AgentCore, reducing repetitive redevelopment while improving consistency, governance, and delivery predictability.
- Validate with confidence: Validate supported migrated dashboards across visual fidelity, data accuracy, calculations, filters, parameters, and semantic consistency, with structured exception reporting before production rollout.
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Delivery details
MigratorIQ Agentic Runtime - Bedrock AgentCore
- Amazon Bedrock AgentCore
Container image
Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.
Version release notes
MigratorIQ for Tableau
MigratorIQ4Tableau deploys into the buyer's AWS account as an Amazon Bedrock AgentCore Runtime. After subscribing, complete the steps below to put the platform into service.
Full documentation: https://www.useready.com/migrate2quick
PREREQUISITES
An AWS account with Amazon QuickSight Enterprise Edition enabled in your target AWS Region. A QuickSight Author or Admin principal ARN that will own the migrated dashboards. Read access to a Tableau environment (Tableau Cloud or Tableau Server). A Tableau service account with permissions to access workbooks, data sources, projects, and metadata required for discovery and migration. An AWS Secrets Manager secret containing the Tableau service account credentials as JSON with username and password fields (or personal access token information, if applicable). Network connectivity from QuickSight and the AgentCore Runtime to the Tableau Server or Tableau Cloud REST API and Metadata API endpoints.
DEPLOYMENT
- Subscribe to MigratorIQ4Tableau through AWS Marketplace.
- AWS Marketplace deploys the AgentCore Runtime into your AWS account. During deployment, you will be prompted to provide the environment variables listed below.
- Optionally deploy the AWS Transform integration role (CloudFormation template provided in the documentation) if you intend to invoke MigratorIQ from the AWS Transform console.
CONFIGURATION
The runtime reads the following environment variables at startup:
TENANT_TABLEAU_BASE_URL: Tableau Server or Tableau Cloud base URL. TENANT_TABLEAU_SITE_ID: Tableau Site ID or Site Content URL. TENANT_TABLEAU_SECRET_ARN: Secrets Manager ARN containing Tableau credentials. TENANT_QS_PRINCIPAL_ARN: QuickSight owner principal ARN. TENANT_QS_THEME_ARN: QuickSight theme ARN (optional). TENANT_CUSTOMER_ID: Free-form identifier used for logging and tracking (optional).
USAGE
Invoke the deployed AgentCore Runtime through the AWS Console, SDK, or the AWS Transform agent picker. The runtime accepts natural-language prompts.
Examples
- List the workbooks in my Tableau environment.
- Migrate the Sales Performance workbook to QuickSight.
- What is the status of migration job ?
Output is streamed back as structured events, including:
Status updates Fidelity scores for individual visuals and dashboards Migration progress milestones Final QuickSight dashboard URLs when migration is complete
MIGRATION OUTPUT
For each migrated Tableau workbook, MigratorIQ4Tableau produces a fully rendered Amazon QuickSight dashboard with iterative refinement driven by pixel-level fidelity scoring.
The Trust and Validation layer compares every migrated visual against the original Tableau source across:
Visual structure Data accuracy Calculations and business logic Filters and parameters Semantic consistency
Any gaps, variances, or unsupported capabilities are surfaced before sign-off, enabling reviewers to validate migration outcomes with confidence.
SUPPORTED TABLEAU PLATFORMS
Tableau Cloud Tableau Server
MigratorIQ4Tableau supports enterprise-scale Tableau environments, including workbooks, dashboards, data sources, calculated fields, filters, parameters, hierarchies, and commonly used visualization types.
SUPPORT
Email: migratoriq-support@useready.com
Standard Support SLA
P1 (Critical): 4 business hours P2 (High): 1 business day P3 (Medium): 2 business days
Premium 24/7 support is available through private offer arrangements.
Additional details
Usage instructions
MigratorIQ for Tableau
MigratorIQ4Tableau deploys into the buyer's AWS account as an Amazon Bedrock AgentCore Runtime. After subscribing, complete the steps below to put the platform into service.
Full documentation: https://www.useready.com/migrate2quick
PREREQUISITES
An AWS account with Amazon QuickSight Enterprise Edition enabled in your target AWS Region. A QuickSight Author or Admin principal ARN that will own the migrated dashboards. Read access to a Tableau environment (Tableau Cloud or Tableau Server). A Tableau service account with permissions to access workbooks, data sources, projects, and metadata required for discovery and migration. An AWS Secrets Manager secret containing the Tableau service account credentials as JSON with username and password fields (or personal access token information, if applicable). Network connectivity from QuickSight and the AgentCore Runtime to the Tableau Server or Tableau Cloud REST API and Metadata API endpoints.
DEPLOYMENT
- Subscribe to MigratorIQ4Tableau through AWS Marketplace.
- AWS Marketplace deploys the AgentCore Runtime into your AWS account. During deployment, you will be prompted to provide the environment variables listed below.
- Optionally deploy the AWS Transform integration role (CloudFormation template provided in the documentation) if you intend to invoke MigratorIQ from the AWS Transform console.
CONFIGURATION
The runtime reads the following environment variables at startup:
TENANT_TABLEAU_BASE_URL: Tableau Server or Tableau Cloud base URL. TENANT_TABLEAU_SITE_ID: Tableau Site ID or Site Content URL. TENANT_TABLEAU_SECRET_ARN: Secrets Manager ARN containing Tableau credentials. TENANT_QS_PRINCIPAL_ARN: QuickSight owner principal ARN. TENANT_QS_THEME_ARN: QuickSight theme ARN (optional). TENANT_CUSTOMER_ID: Free-form identifier used for logging and tracking (optional).
USAGE
Invoke the deployed AgentCore Runtime through the AWS Console, SDK, or the AWS Transform agent picker. The runtime accepts natural-language prompts.
Examples
- List the workbooks in my Tableau environment.
- Migrate the Sales Performance workbook to QuickSight.
- What is the status of migration job <ID>?
Output is streamed back as structured events, including:
Status updates Fidelity scores for individual visuals and dashboards Migration progress milestones Final QuickSight dashboard URLs when migration is complete
MIGRATION OUTPUT
For each migrated Tableau workbook, MigratorIQ4Tableau produces a fully rendered Amazon QuickSight dashboard with iterative refinement driven by pixel-level fidelity scoring.
The Trust and Validation layer compares every migrated visual against the original Tableau source across:
Visual structure Data accuracy Calculations and business logic Filters and parameters Semantic consistency
Any gaps, variances, or unsupported capabilities are surfaced before sign-off, enabling reviewers to validate migration outcomes with confidence.
SUPPORTED TABLEAU PLATFORMS
Tableau Cloud Tableau Server
MigratorIQ4Tableau supports enterprise-scale Tableau environments, including workbooks, dashboards, data sources, calculated fields, filters, parameters, hierarchies, and commonly used visualization types.
SUPPORT
Email: migratoriq-support@useready.com
Standard Support SLA
P1 (Critical): 4 business hours P2 (High): 1 business day P3 (Medium): 2 business days
Premium 24/7 support is available through private offer arrangements.
Support
Vendor support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.