AI agents can now generate BI-style reports, but output sprawl slows audits
AI-driven analytics tools now let users generate data reports through conversation, but doing so often creates a scattered mix of HTML, CSS, JavaScript, chart libraries, and app frameworks like React or Streamlit. This makes it hard to trace a chart back to its underlying data, slowing down both human review and the AI agent's own iteration speed. Traditional BI vendors instead added AI copilots to existing dashboards, keeping outputs controlled but limiting agents to whatever the interface already supports.