Cloud platforms, SaaS applications, on-premise databases. Your most valuable insights require combining data across systems — but each “talk to your data” agent sees only a fraction of your data landscape.
Technical metadata lives in data sources. Business definitions exist in catalogs and BI tools. Tribal knowledge sits in people’s heads. Without unified context, AI generates syntactically correct but semantically wrong answers.
Traditional ETL pipelines operate on batch schedules. Ad-hoc questions need real-time answers from fresh data. Building pipelines for every question is impossible — data teams are already overwhelmed.
– CTO, Luxury Retail Brand
What you will find in this report:
✓ Why “talk to your data agents” fall short: The three architectural gaps
✓ How AI Insights Fabric works: Federated access, unified context, self-service orchestration
✓ Real business outcomes: How to achieve 10x faster insights and 5x productivity within weeks
✓ The path forward: How to implement without disrupting existing workflows or migrating data
