PlanningNest
AI demand planning that doubts itself until it is right
The planning brain — Agentic RAG demand sensing that retrieves more context and iterates until the forecast clears a confidence threshold.
Forecasts miss by 30%+, so you carry excess to be safe and still stock out on the SKUs that matter.
From signal to outcome, the PlanningNest way
Sense
Agents fuse history, orders, promotions, weather and channel signals into a live demand picture.
Doubt
A confidence gate scores each forecast; low-confidence SKUs trigger another RAG retrieval round.
Plan
Replenishment, safety stock and S&OP scenarios are generated with explainable drivers.
Commit
Approved plans flow to OpsNest, Stocki and SourceNest automatically.
The pain it takes off your plate
See the agent reason, end to end
Plan a demand spike before it stocks you out
- 1Signal
Channel sell-through on SKU-4471 jumps 22% week-on-week; a promo is live in 9 days.
- 2Retrieve
Agent pulls 3-yr seasonality, promo lift history, supplier lead times and on-hand cover.
- 3Doubt
Forecast confidence 61% — below gate. Retrieves competitor stockout + weather signal.
- 4Decide
Confidence now 89%. Recommends +1,800 units, split across two replenishment waves.
- 5Commit
Pushes a draft PO to SourceNest and a build-ahead to OpsNest for one-click approval.
Stockout avoided, no blanket overstock — the spike is covered with 1,800 units, not 5,000.
Stronger together with the rest of Supply Chain
Put PlanningNest to work on a real outcome
AI recommends. Business governs. We commit to the KPI before we start — then you scale.