#dataanalysis

Articles tagged with #dataanalysis

Building Data Infrastructure for AI Instead of Dashboards
For years, data teams built infrastructure primarily for dashboards. AI changes the requirements. Now systems need to support agents that reason across data, generate queries, explain answers, and han
Jun 17, 20261 min read
Trusted Join Paths: The Missing Layer in Text-to-SQL Systems
Most Text-to-SQL systems are evaluated by whether they can generate SQL that runs. That is useful, but it is not enough for enterprise analytics. In real companies, a query can be syntactically valid
Jun 15, 20263 min read
Semantic Context vs Relationship Context in Enterprise Text-to-SQL
While working on enterprise Text-to-SQL, one distinction keeps coming up: Semantic context and relationship context are not the same thing. Semantic context helps the system understand business meanin
Jun 8, 20265 min read