AI Product Series

See How Enterprises Are Building the Modern AI Stack

The AI Product Series reveals how real organizations are structuring their AI ecosystems:

• Public cloud ecosystems remain strong, but cross-vendor pairings are growing.

• Snowflake’s Cortex suite is solidifying as an ecosystem of its own.

• Open-source observability tools like Grafana and Prometheus are seeing expanded adoption.

• Databricks’ alignment with Microsoft and Snowflake is deepening.

Across the full AI Product Series, budgets for in-house AI development continue to rise, measurement of ROI is improving, and enterprises are investing in fine-tuning, retrieval-augmented generation (RAG), and agentic orchestration frameworks.

Why It Matters:
The findings reveal not just what tools are being used but how enterprises are integrating them to achieve differentiation, control, and performance in AI.

Download the summary to get highlights from ETR’s full September 2025 AI Product Series Report.