Common Considerations:
- Requires data literacy and governance maturity to maximise value
- May need third-party tools for data ingestion, transformation, or observability
- Not a business application—must be paired with BI, ML, or ERP systems
- Costs can rise without careful management of workloads and consumption
Common Opportunities:
- Separation of compute and storage enables flexible, cost-efficient scaling
- Rapid query performance, even across large or complex datasets
- Strong security and compliance for sensitive and regulated industries
- Multi-cloud support and vendor-neutral data architecture
- Designed for analytics, AI, and modern data collaboration
Alternative Enterprise Platforms
- Databricks – unified data and AI platform with strong data engineering tools
- Google BigQuery – fully managed analytics service for real-time workloads
- Microsoft Azure Synapse – integrated with Microsoft stack for hybrid analytics
- Amazon Redshift – scalable data warehousing tightly integrated with AWS
- Oracle Autonomous Data Warehouse – strong for Oracle-centric data environments
Relevant Guides
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These software overviews are designed to help organisations researching enterprise software understand what a platform does, where it is commonly used, and the key considerations during evaluation.
They provide an independent, high-level overview of enterprise software to support informed decision-making before engaging with software vendors or commencing a formal procurement process.
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