➡️ Break one question into multiple optimized queries ➡️ Use a specific retrieval strategy (MCP, Tool, Sub-Agent) ➡️ Hit different systems (Vector DB, Drive, CRM, SQL DB, Notion, etc.) ➡️ Merge results ➡️ Re-rank for relevance ➡️ Return only the top 3–5 signals that matter The result: 💡 You don’t just “search data” 💡 You orchestrate context Agentic chatbots have better retrieval architecture behind them.