ModernizeAgent – Legacy ETL & DWH Cloud Modernization

PDI ModernizeAgent is an AI Agent that autonomously modernizes your data stack—converting legacy ETL workflows, on-prem data warehouse schemas, and BI reports into cloud-native pipelines. Delivered as a Professional Service, ModernizeAgent is powered by LLMs and multi-agent orchestration to accelerate conversions while embedding governance, lineage, FinOps optimization, and quality guardrails.

What ModernizeAgent does • ETL Automation: Converts legacy ETL pipelines into cloud-native workflows and optimized SQL, preserving business rules and transformation intent. • Schema Migration: Automates schema, indexing, and stored procedure conversion aligned to modern cloud data platforms. • BI Migration: Translates legacy reports to modern BI tools (e.g., Tableau, Power BI, Looker) while preserving semantic logic and calculations. • AI Data Mapping: Suggests and validates mappings between source/target structures with explainable transformations. • AI Validation: Runs pre/post modernization checks and produces audit reports to support consistency and reduce cutover risk.

Legacy source environments (examples) • SAS / SAS DI • Informatica PowerCenter • IBM DataStage • Microsoft SSIS / SSAS and related SQL Server DWH / semantic layer implementations • Other legacy ETL/DWH/BI stacks (scoped during kickoff)

Modern target platforms (examples) ModernizeAgent supports modernization aligned to your chosen modern cloud platform strategy, including: • Microsoft Azure data services • Databricks (including Azure Databricks) • Snowflake (including on Azure) • Informatica IDMC (Platform selection and scope are confirmed during the engagement kickoff.)

How the service is delivered This offer is delivered as an agent-led engagement (virtual delivery). PDI operates ModernizeAgent to perform read-only discovery where possible (metadata, lineage signals, mappings, and logic), generate cloud-native designs and conversion outputs, and validate outcomes with structured checks and audit artifacts.

Deliverables (typical)

1. Current-state inventory and dependency map (ETL/DWH/BI)
2. Target-state modernization blueprint and wave plan
3. Conversion outputs and implementation guidance (as in scope)
4. Validation and audit reports (pre/post checks)
5. Optimization recommendations for performance, cost, security, and compliance

Exclusions This offer does not include production cutover, managed operations, or long-term support unless explicitly included in the Private Offer / SOW.