How Systems Decide Before They Answer
Some questions cannot be answered directly.
They require decisions.
The Need for Planning
Consider:
“Why was no purchase order generated?”
This requires multiple signals.
A single-step system will miss something.
Planning Layer
flowchart TD A[Question] --> B[Interpret Intent] B --> C[Plan Steps] C --> D1[Demand] C --> D2[Inventory] C --> D3[Vendor Data] C --> D4[PO Logs] D1 --> E[Aggregate] D2 --> E D3 --> E D4 --> E E --> F[Generate Answer]
Why It Matters
Without planning: - incomplete answers\
- missing signals\
- hidden errors
With planning: - structured reasoning\
- full coverage\
- explainable outputs
Planning + Validation
flowchart TD A[Question] --> B[Plan] B --> C[Execute] C --> D[Generate] D --> E[Validate] E --> F[Answer]
Planning ensures the system asks the right questions.
Validation ensures the answers are correct.
Final Thought
Retrieval helps you find information.
Generation helps you explain it.
Planning ensures you asked the right questions in the first place.
Next
⇒ Agentic Memory - The Missing Layer Between RAG and Real Intelligence