Instant Consumer Technology Team
Jan 13, 2026 · Artificial Intelligence
Scalable Enterprise AI Assistant: Intent Planning, Context Engineering, Data Iteration
This article details the end‑to‑end design of an enterprise AI office assistant, covering the three‑layer framework of intent planning, context engineering, and data self‑iteration, the key pain points of intent understanding, knowledge integration, and quality control, and practical architectural and implementation solutions for scalable deployment.
AI AssistantAgent CollaborationContext Engineering
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