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Legacy Modernization. Orchestrated by AI Agents.

Move beyond manual, team-heavy modernization. MigrationWorks orchestrates five specialized AI agents across discovery, migration, semantics, validation, and compatibility for faster execution, lower risk, and zero business logic loss.

Explore MigrationWorks
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Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms | Press Release: USEReady Achieves AWS Advanced Tier Partner Status; Accelerates Enterprise Shift from Legacy to AI-Ready Data Platforms |

Fifteen years of migration practice.

Proven at enterprise scale across BI, data platforms, and analytics modernization.
70–85%
Faster
Migration
70–80%
Lower Rework
Rate
30,000+
BI Reports
Modernized
100,000+
ETL Pipelines
Modernized
150+
Migrations
Delivered

Five Agents. One Migration Lifecycle.

MigrationWorks runs on a catalog of five purpose-built AI agents — each owning a distinct stage of the migration lifecycle.
Discovery & Assessment Agent-search-icon

Discovery & Assessment Agent

This agent scans your legacy estate - BI reports, data models, pipelines, schemas, and application dependencies - and produces a complete inventory with complexity scores, dependency maps, and migration readiness indicators. No surprises downstream. Available at no cost
Delivers
  • • Metadata discovery
  • • Complexity scoring
  • • Dependency mapping
  • • Readiness assessment
migration-agent-icon

Migration Agent

AI-led conversion of dashboards, reports, calculated fields, and business logic to Amazon Quick. Source-specific conversion logic for Cognos, MicroStrategy, Qlik, Hyperion, and more.
Delivers
  • • Dashboard and report conversion
  • • Business logic translation
  • • Metadata migration to Amazon Quick
Semantic Layer Intelligence Agent-icon

Semantic Layer Intelligence Agent

This agent harmonizes KPI definitions across your estate, builds a governed semantic layer on the target platform, and enables reusable data products – so you arrive with consistent, enterprise-grade business logic, not just migrated assets.
Delivers
  • • KPI harmonization
  • • Governed business layer creation
  • • Reusable data product enablement
Trust-and-Validation Agent-icon

Trust & Validation Agent

This agent reconciles source and target outputs, runs validation across reports, data models, and pipelines, flags discrepancies, and generates exception reports for human review. If the score falls below the agreed threshold, the agent iterates - not a human - until the standard is met.
Delivers
  • • Reconciliation
  • • KPI and pipeline validation
  • • Visual comparison
  • • Exception reporting
Enterprise Compatibility Agent-icon

Enterprise Compatibility Agent

Custom logic, embedded analytics, unsupported objects, security models, scheduling configurations, and enterprise environment requirements that standard migration paths cannot handle. This agent resolves all of it and optimizes for performance.
Delivers
  • • Custom logic handling
  • • Embedded analytics migration
  • • Security model mapping
  • • Performance optimization

Specialized Migration Solutions

Purpose-built solutions for specific migration challenges and use cases
migrate2amazonquick

Legacy BI to Amazon Quick Migration

Retire Cognos, Business Objects, MicroStrategy and more

Migrate dashboards, reports, and data models to Amazon Quick Suite

Unlock AI-powered analytics and natural language querying

Co-delivery motion aligned with AWS cloud wins

Explore
migrate2tableau

Legacy BI to Tableau Migration

Retire legacy BI and eliminate technical debt

Up to 50% faster, accelerator-driven conversion

Boost analytics performance and Tableau adoption

Help customers modernize without business disruption

Learn More
migrate2powerbi-migrationworks

Legacy BI
to Power BI

Retire Cognos, MicroStrategy, Qlik, BusinessObjects, and other legacy BI platforms

Full MigratorIQ agent coverage – discovery to production

Semantic layer harmonization and business logic preserved end to end

Purpose-built for organizations standardizing on the Microsoft analytics stack

migrate2aws

BI Modernization
on AWS

Retire legacy BI stacks and move to AWS securely

Optimize analytics for performance, scale, and cost

Accelerators reduce migration timelines by up to 60%

Co-delivery motion aligned with AWS cloud wins

Learn More
storm

Tableau Server to Cloud Migration

6x faster migration
for typical deployments

65% migration
automation

Go live in
<3 months

Zero disruptions,
zero downtime

Learn More
migratoriq

Legacy BI
to Modern BI

Agent-led migration from Cognos, Qlik, BusinessObjects, Hyperion, MicroStrategy and more

Five specialized AI agents across every migration stage

Fidelity-scored outputs – zero logic loss

70–85% faster modernization with lower cost and rework

Learn More
pixel-perfect

Legacy Report Modernization

Handles complex reporting
modern BI tools miss

Regulatory & compliance
reporting capabilities

Crosstabs at scale,
offline distribution

#1 reporting solution for
Tableau environments

Learn More

News & Insights

Industry News
The Cognos Modernization Playbook: A Comprehensive Guide to AI-First Analytics and Migration ROI in 2026
Industry News
Navigating the Legacy Labyrinth: A Blueprint for Hyperion Brio Modernization in 2026
Industry News
How to Reduce Enterprise Migration Costs by 30 to 50 Percent
Industry News
7 Critical Mistakes Enterprises Make in BI and Data Migration
Industry News
10 Things to Consider Before Data and Business Intelligence (BI) Migration in 2026

The MigrationWorks Framework

Built on a proven 4R Methodology - Reduce, Reconcile, Refactor, Reimagine - MigrationWorks delivers through intelligent automation and outcome-focused execution.
the-migrationworks-frameworks-structure
Delivered across AWS, Azure, Snowflake, Databricks and other platforms with AWS Advanced Tier certified expertise.

Transformational Team Structure

Our AI Pyramid reduces manual effort while boosting capabilities and outcomes.
Transformational-Team-Structure-migrationworks

From Human-Led, Al-Assisted to Agent-Led, Human-Assisted.

Automation

automation

Rule-based. Predictable. Efficiency-focused.

Automation accelerated what humans were already doing it did not change who was in the centre of the process.

Humans led. Agents assisted.

The ceiling was always the team.

Agentic Intelligence

agentic-intelligence

Goal-oriented. Context-aware. Adaptive.

In Migration Works, agents now own the execution - discovery, conversion, validation, semantic mapping, compatibility.

Human experts govern outcomes, review fidelity outputs, and take accountability for delivery.

The ceiling is gone.

Refactory.ai - Application Modernization with AI

Modernize legacy applications faster with AI-driven code understanding,
translation, testing, deployment, and documentation.

Key Challenges Addressed

Technical Debt

Code complexity, poor documentation, outdated dependencies

Scalability Issues

Not designed for modern workloads

Security Risks

Vulnerabilities in legacy frameworks

Obsolescence

Deprecated languages and compilers

Maintainability

Lack of skills and talent for legacy systems

Agent-Powered Solutions

Code Assessment & Planning Intelligence

Feature Development & Auto-Documentation

Automated Testing & Validation

Deployment Monitoring & Release Management

Post-Release Support & Knowledge Management

code-conversion-agent-migrationworks

Code Conversion Agent

Challenge EMR analytics provider migrating Oracle
PL/SQL to MS SQL on Azure

Solution LLM-powered automated migration
with high accuracy

Outcome Eliminated manual effort for large-scale
query conversion

validation-agent-migrationworks

Validation Agent

Challenge BI modernization requiring as-is
dashboard migrations

Solution Computer vision comparison of
source vs. migrated dashboards

Outcome Quick identification and
remediation of discrepancies

Modernization Value Protection

Safeguard your modernization investment with governance solutions that ensure reliable,
trusted data powers your business insights.
Data Reliability Engineering

DRE (Data Reliability Engineering)

Ensures data trust through left-shift testing approach and automated workflow validation from development to runtime observability.
Learn More
finomenal

Finomenal

Manages multi-vendor hybrid environment spend with real-time visibility and proactive cost optimization across on-premises, private and public clouds.
Coming Soon

Frequently Asked Questions

View FAQs

What is MigrationWorks? What is MigrationWorks?

USEReady's migration practice and philosophy, covering BI platforms, data warehouses, analytics environments, and application modernization. It defines how USEReady approaches migration. MigratorIQ is the platform that executes it.

What is the difference between MigrationWorks and MigratorIQ? What is the difference between MigrationWorks and MigratorIQ?

MigrationWorks is the practice – the philosophy, the 4R framework, the principles behind how we approach every migration. MigratorIQ is the agentic platform – five AI agents that execute the practice for BI migrations specifically.

Does MigrationWorks only cover BI migration? Does MigrationWorks only cover BI migration?

No. MigrationWorks covers the full analytics modernization stack – legacy BI platforms, data warehouses, data lakes, reporting environments, and application estates. BI migration is one part of a broader practice.

What legacy platforms does MigrationWorks support? What legacy platforms does MigrationWorks support?

On the BI side: Cognos, MicroStrategy, Qlik, BusinessObjects, Tableau Server, Hyperion, and others. On the data platform side: Teradata, IBM Netezza, Hadoop, Oracle, SQL Server, and others. Target platforms include AWS, Snowflake, Databricks, Azure, and modern BI tools.

What is the 4R framework? What is the 4R framework?

USEReady's migration philosophy – Reduce, Reconcile, Refactor, Reimagine. It defines how every migration is approached strategically, regardless of source, target, or migration type.

What does agent-led, human-assisted mean? What does agent-led, human-assisted mean?

Five specialized AI agents own the execution of every migration stage – autonomously, producing fidelity-scored outputs. USEReady engineers govern handoffs, review outputs, and take accountability for production delivery. The work is agentic. The responsibility is human.

Why did USEReady move from automation to agentic migration? Why did USEReady move from automation to agentic migration?

Automation accelerated human effort but kept humans at the centre. Speed had a ceiling. Quality depended on team configuration. The agentic model removes both constraints – agents execute without that ceiling, and quality is measured by fidelity scores, not team judgment.

What is a fidelity score? What is a fidelity score?

A quality metric assigned to every migrated asset. If it falls below the agreed threshold, the agent iterates automatically until the standard is met. Human reviewers see exceptions, not the full estate.

How does MigrationWorks handle the semantic layer? How does MigrationWorks handle the semantic layer?

The Semantic Layer Intelligence Agent resolves inconsistent KPI and metric definitions across source systems, building a governed business layer on the target platform. Ambiguity is eliminated at the point of migration, not carried forward.

What is Refactory.ai? What is Refactory.ai?

USEReady's application modernization capability within MigrationWorks – handling legacy code conversion, testing, documentation, and deployment automation for complex application estates.

Does MigrationWorks support AWS-based modernization? Does MigrationWorks support AWS-based modernization?

Yes. USEReady is an AWS Advanced Tier Partner. MigrationWorks aligns with AWS migration best practices across BI, data platform, and analytics modernization. MigratorIQ agents are listed on the AWS Marketplace.

What is DRE and why does it matter in migration? What is DRE and why does it matter in migration?

Data Reliability Engineering – USEReady's post-migration governance layer. It ensures data trust through automated validation, left-shift testing, and runtime observability. Migration without governance is a risk transfer, not a modernization.

How does MigrationWorks differ from a typical SI engagement? How does MigrationWorks differ from a typical SI engagement?

Most SIs bring methodology and headcount. MigrationWorks brings a purpose-built agentic platform, a proven four-step philosophy, and human engineers who govern outcomes rather than supervise execution. The difference shows in speed, consistency, and cost.

How do I get started? How do I get started?

Start with an assessment. USEReady reviews your current analytics environment, identifies the right migration path, and defines a realistic scope and timeline before any commitment is made.

Contact Us