Carousell hit scaling limits in cloud BI. Separating workloads and moving heavy processing upstream restored dashboard speed and stability.

The additions let data teams ask progressive, context‑aware questions in natural language while enabling developers to deploy governed analytics agents across applications via unified API endpoints.

By replacing repeated fine‑tuning with a dual‑memory system, MemAlign reduces the cost and instability of training LLM judges ...