Orchestration: The Layer That Transforms Dashboards into Agents

How Analytical workflows, SQL queries and reasoning loops become agentic systems For years, dashboards have been the primary interface for interacting with data. They surface metrics, visualize trends, and enable decision-making through charts and filters. But they also require users to interpret results, formulate follow-up questions, and manually investigate underlying causes. What if that investigative layer could be system-driven? This is where orchestration becomes critical. Agentic AI systems are often described in terms of tool calling or large language models.