USEReady launches agentic BI migration platform for enterprises

USEReady on Aug. 26 announced MigratorIQ, a five-agent platform designed to automate legacy business intelligence migration and governance for enterprises modernizing on AWS and moving to Amazon Quick. The company says the platform is already cutting migration time and rework across more than 150 projects.

Why it matters: - Legacy BI migrations often stall because business logic, KPI definitions, and calculated fields break during translation. - MigratorIQ is built to reduce that risk while making migration faster, more measurable, and easier to scale. - The platform is aimed at enterprises modernizing on AWS and moving BI workloads to Amazon Quick.

What happened: - USEReady announced MigratorIQ, a fully agentic platform for enterprise BI migration. - The launch includes five specialized AI agents that handle discovery, conversion, validation, governance, and remediation tasks. - The announcement was made on Aug. 26 in New York. - The platform is available through the AWS Marketplace. - Enterprises can start with the Discovery & Assessment Agent at no cost.

The details: - The Discovery & Assessment Agent scans a legacy BI estate and produces a metadata inventory, complexity scores, and a readiness assessment. - The Migration Agent converts dashboards, reports, and business logic from source to target while preserving calculated fields and embedded logic. - The Semantic Layer Intelligence Agent aligns KPI definitions across platforms into a governed business layer on the target system. - The Trust & Validation Agent scores each migrated asset against a customer-set fidelity threshold and keeps iterating until the asset clears it. - The Enterprise Compatibility Agent resolves custom logic, embedded analytics, and unsupported objects before production handoff. - Each migrated asset gets a fidelity score. - Each agent runs inside a cost ceiling that limits token spend. - The platform is modular, so enterprises can start with discovery, conversion, validation, or remediation and activate only the agents they need. - The model supports migrations from Cognos, MicroStrategy, Qlik, DOMO, Looker, BusinessObjects, Tableau, ThoughtSpot, Oracle BI, and Hyperion to Amazon Quick. - USEReady says the platform works for legacy BI systems including MicroStrategy, Qlik, BusinessObjects, and Tableau when moving to Amazon Quick. - The company says the Discovery & Assessment Agent is free to start.

Between the lines: - USEReady is packaging AI agents around the hardest parts of BI migration instead of offering a single all-or-nothing migration tool. - The customer-set fidelity threshold and cost ceiling suggest the company is trying to address two enterprise concerns at once: data quality and unpredictable AI spend. - The approach also fits AWS's broader push toward agentic migration through AWS Transform. - USEReady says its work with AWS and migration programs can help eligible customers access funding to offset migration costs.

What's next: - Enterprises can adopt MigratorIQ agent by agent or as a full stack. - USEReady says customers can begin with discovery before expanding into conversion, validation, or governance. - The company expects the platform to support additional modernization projects as more enterprises move BI workloads to Amazon Quick. - USEReady says its migration programs may also help eligible customers secure AWS and USEReady funding support.

The bottom line: - MigratorIQ is USEReady's pitch to make legacy BI migration faster, safer, and more predictable by turning the hardest manual steps into controlled AI-agent workflows. - The company says the model has already delivered 70% to 85% faster migrations and a 70% to 80% lower rework rate across 150+ migrations, more than 30,000 BI reports, and over 100,000 ETL pipelines.