USEReady Launches MigratorIQ, a Fully Agentic Platform for Legacy BI Migration

Five AI agents now discover, convert, validate, and govern legacy BI migrations for enterprises as they modernize on AWS and move to Amazon Quick.

NEW YORK, NY, UNITED STATES, August 26, 2026 /EINPresswire.com/ — USEReady, the global AI, data, and analytics company, today announced MigratorIQ, a fully agentic platform for enterprise BI migration. Built around five specialized AI agents, MigratorIQ takes on the discovery, conversion, validation, and governance work that has traditionally made complex BI migrations slow, expensive, and difficult to scale.

Legacy BI migrations often begin without a complete picture of the estate behind them. Business logic built up over years, including calculated fields, KPI definitions, and embedded rules, can break silently in translation, while validation remains a manual, report-by-report exercise too slow to catch the damage before it reaches the business.

MigratorIQ addresses this with five purpose-built AI agents that divide the migration lifecycle among them, each producing an auditable, measurable outcome, with engineers stepping in only where judgment is required rather than execution. Every migrated asset receives a fidelity score against a quality threshold the customer sets, and every agent runs inside a cost ceiling that governs token spend, so speed never comes at an unpredictable price. The catalog is modular by design: enterprises can start wherever they are in their migration journey, from discovery and conversion to validation or remediation, and activate only the agents the scope calls for.

“Most enterprises don’t want to migrate their BI estate in one giant lift; they want to move forward from wherever they happen to be in that journey,” said Uday Hegde, Co-founder and CEO, USEReady. “MigratorIQ lets them do that, start with discovery or go straight to validation and governance if that is where the risk sits, and bring in the rest of the catalog as the migration progresses, with our engineers governing the outcome at every handoff.”

“Every enterprise we talk to has the same anxiety about agentic migration: what happens if an AI agent gets a KPI definition or a calculated field wrong at scale,” said Lalit Bakshi, Co-founder and President, USEReady. “MigratorIQ is built around that anxiety. Every asset gets a fidelity score against a threshold the customer sets, and every agent runs inside a cost ceiling, so our customers get agentic speed without giving up the control they would expect from a human-led migration.”

MigratorIQ’s five agents cover the full lifecycle in a single pipeline:

– Discovery & Assessment Agent scans the legacy estate and produces a metadata inventory, complexity scores, and a readiness assessment at no cost
– Migration Agent converts dashboards, reports, and business logic from source to target while preserving calculated fields and embedded logic that manual approaches routinely lose
– Semantic Layer Intelligence Agent harmonizes KPI definitions scattered across platforms into a governed business layer on the target system
– Trust & Validation Agent scores every migrated asset for fidelity and iterates automatically until it clears the agreed threshold, escalating only genuine exceptions
– Enterprise Compatibility Agent resolves custom logic, embedded analytics, and unsupported objects that typically stall a migration in its final stretch, before engineers step in for production handoff.

The platform is particularly relevant for enterprises modernizing legacy BI estates on AWS and moving platforms such as MicroStrategy, Qlik, BusinessObjects, and Tableau to Amazon Quick. As AWS advances an increasingly agentic approach to migration and modernization through AWS Transform, USEReady is bringing its specialized AI agents to the distinct challenges of enterprise BI migration, including understanding complex legacy estates, preserving business logic, converting assets, and validating outcomes at scale.

“As migration and modernization become increasingly agentic through initiatives such as AWS Transform, we see a significant opportunity to help enterprises apply that approach to some of their most complex BI environments,” said Keyur Shah, Practice Advisor, USEReady. “Through our work with AWS and participation in its migration programs, we are also helping eligible customers access funding from AWS and USEReady to subsidize migration costs and make the path to modernization more accessible.”

The model has already delivered 70-85% faster migrations and a 70-80% lower rework rate across 150+ migrations, more than 30,000 BI reports, and over 100,000 ETL pipelines for customers in financial services, healthcare, manufacturing, and energy.

MigratorIQ supports migrations from Cognos, MicroStrategy, Qlik, DOMO, Looker, BusinessObjects, Tableau, ThoughtSpot, Oracle BI, and Hyperion to Amazon Quick. The agents are available individually or as a full stack on the AWS Marketplace (reflecting USEReady’s status as an AWS Advanced Tier Services Partner). Enterprises can also start with the Discovery & Assessment Agent at no cost before committing further.

More information on MigratorIQ, including how to start a Discovery & Assessment, is available at: https://www.useready.com/services/migrator-iq

About USEReady
Founded in 2011 in New York, USEReady empowers enterprises with AI-driven data and analytics solutions that enable intelligent, autonomous transformation. As a trusted partner to Fortune 500 organizations, USEReady specializes in Agentic AI, Decision Intelligence, Cloud Data Engineering, and Analytics Modernization. Through its proprietary platforms, frameworks, and agents, USEReady delivers measurable business outcomes across industries in an increasingly AI-first world. For more information, visit www.useready.com.

Rajendra Chaudhary
USEReady
rajendrac@useready.com

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