Analysisragvector databasescloud platforms
Cloud Providers Integrate RAG Services Into Platforms
8.3
Forrester published a report card evaluating its 2025 cloud predictions, saying integrated RAG services became the hottest new cloud offerings as hyperscalers embed vector databases, embeddings, and vector search into Bedrock Knowledge Bases, Azure AI Search and Vertex AI RAG Engine. The firm also found most hyperscalers missed CO2 emissions targets year‑over‑year, with Microsoft as a notable exception, highlighting sustainability challenges for cloud teams.
Key Points
- 1Confirm integrated RAG services become core cloud offerings across major hyperscalers
- 2Explain that RAG adoption underpins context engineering for agents and knowledge management workflows
- 3Advise cloud teams to prioritize RAG, vector databases, and sustainability strategies in roadmaps
Scoring Rationale
High industry relevance and credible Forrester analysis, but limited novelty beyond confirming an ongoing RAG trend.
Sources
Public references used for this report.
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