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IDC PeerScape: Best Practices for Implementing Analytical Databases

Publisher IDC
Published Dec 19, 2025
Length 6 Pages
SKU # IDC20671255

Description

This IDC PeerScape highlights strategies for implementing analytical databases and emphasizing scalable design, early governance, vendor collaboration, cost performance discipline, and AI readiness. These practices help organizations accelerate value realization, enhance data reliability, and build a durable foundation for innovation."Analytical databases are evolving into intelligent systems that connect data, analytics, and AI," said Devin Pratt, research director, Data Management, IDC. "Organizations that modernize with clear governance and measurable goals will position themselves for faster, more informed decisions."

Table of Contents

6 Pages

IDC PeerScape Figure

Executive Summary

Peer Insights

Practice 1: Re-Architect for Scalability and Cloud-Native Design

Challenge

Example

Guidance

Practice 2: Embed Governance, Quality, and Metadata from Day 1

Challenge

Example

Guidance

Practice 3: Leverage Vendor Expertise and Ecosystem Partnerships

Challenge

Example

Guidance

Practice 4: Operationalize Cost and Performance Observability

Challenge

Example

Guidance

Practice 5: Design for AI and Advanced Analytics Integration

Challenge

Example

Guidance

Pricing

Currency Rates
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