From people-led migration, through automation accelerators, to AI agent migration

BI migration has entered a new era

AI agents are changing how enterprise BI migrations are executed, moving the industry beyond people-led projects and conventional automation.

The evolution

How the migration model has evolved

The migration objective has not changed. Understand the existing BI environment, determine what needs to move, rebuild it on the target platform, and prove that the result works.

What has changed is how much of that work can be handled by technology.

Traditional
migration

Specialist teams drive the work,
often sequentially.

Traditional migration stages

Migration
accelerators

Repetitive work is automated, but people
still orchestrate the migration.

Migration accelerators stages

Agentic
migration

AI agents handle specialized workloads while
human experts provide oversight, judgment
and exception handling.

Agentic migration stages

This progression is not simply from less automation to more automation. Work that once required people to execute and coordinate every stage can increasingly be distributed across specialized agents and run in parallel.

Platform perspectives

Every legacy BI platform has its own migration problem

A BI migration is shaped by the platform being migrated from. Its metadata model, business logic, application architecture, proprietary objects and dependencies all influence what has to be discovered, rebuilt and validated. That is why a Cognos migration presents a different set of problems from MicroStrategy. Qlik is different from SAP BusinessObjects. Tableau is different again.

Modernize BI looks at those problems platform by platform.

Platform focus

Workbooks, calculations, data sources and extracts

Tableau migrations can involve more than moving workbooks. Calculations, embedded or published data sources, extracts, permissions and other workbook dependencies can all affect the migration and require validation.

The conversation

The conversation around BI migration

Modernize BI brings together reporting and perspectives on the platforms, technologies and approaches shaping BI modernization.