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Comprehensive Code Analysis for Migration Readiness
PDI InsightsAgent is an autonomous AI Agent that evaluates your current data platform, then auto-generates migration roadmaps and continuous optimization actions—covering performance, cost, security, and compliance across cloud and on-prem.
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Sample Use Case 1: ETL Assessment Use Case
Scenario: Assessing Legacy ETL Performance and Complexity Before Migration
Business Challenge:
A global healthcare organization has an extensive ETL pipeline built over a decade using Informatica PowerCenter. The organization is planning a migration to a modern cloud ETL platform such as AWS Glue but lacks visibility into existing ETL complexity, dependencies, and performance bottlenecks.
Solution with PDI InsightsAgent:
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Pipeline Scanner: Scans legacy ETL pipelines for redundancies and inefficiencies.
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Dependency Analyzer: Analyzes dependencies across tables and data sources.
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Optimization Reporting: Generates pre-migration optimization reports to reduce workload.
Benefits:
- Less Redundancy: 50% reduction in redundant ETL processes.
- Inefficiency Detection: Identifies transformation inefficiencies.
- Optimized Migration Planning: Improves migration planning.
Sample Use Case 2: Data Warehouse Evaluation Use Case
Scenario: Analyzing Data Warehouse Complexity and Readiness for Cloud Migration
Business Challenge:
A financial institution operates an on-premises Teradata data warehouse that struggles with scalability, query performance, and maintenance costs. The organization is planning a transition to Google BigQuery but lacks insights into schema complexity, stored procedures, and migration feasibility.
Solution with PDI InsightsAgent:
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Schema & Query Analysis: Analyzes schema, indexing, and query performance for optimization.
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Complexity & Inefficiency Assessment: Assesses complexity, highlighting inefficiencies and data issues.
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Recommendations: Suggests indexing and partitioning for cloud performance.
Benefits:
- Performance Boost: 40% improvement in cloud data warehouse performance.
- Effortless Migration: Reduced migration effort.
- Optimized Data Modeling: Refine models for efficiency and scalability.
Sample Use Case 3: BI Report Optimization Use Case
Scenario: Assessing BI Report Performance for Modernization
Business Challenge:
A retail company relies on legacy BI tools like Cognos and BusinessObjects, which suffer from slow dashboard performance and outdated data models. The company aims to migrate to Tableau and Power BI but needs insights into report complexity, query performance, and usage patterns.
Solution with PDI InsightsAgent:
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Bottleneck Scanner: Scans BI reports, dashboards, and queries for bottlenecks.
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Redundancy Identifier: Identifies unused or redundant reports to reduce migration effort.
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Optimization Advisor: Suggests query and data model optimizations for performance.
Benefits:
- Fewer Reports: 30% reduction in unnecessary BI reports.
- Enhanced Dashboard: Improved dashboard performance.
- Accelerated Time-to-Value: Faster time-to-value for business users.
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Feedback From Customers
Revathi Bhimavarapu
Director of Business Intelligence & Analytics – STERIS Corporation
“Our data integration relied on Informatica PowerCenter for a long time. While it served us well, it was time to embrace a modern solution. Pacific Data Integrators' (PDI) expertise in Informatica Intelligent Data Management Cloud (IDMC) migration made the transition remarkably smooth. We successfully transferred data integration workloads, achieving a performance boost with the Informatica cloud-based platform (IDMC). This not only empowers our team but also positions us for future scalability.”
