Planning
2026-09-15 · 6 min read
Key takeaways
- Weather, competition and trends enter as governed sources.
- Signals are mapped onto semantic categories, not raw SKUs.
- The planner sees which signal moved the forecast.
Governed public data
Weather per market, competitor assortments and price moves, search and social trends each arrive as a source with refresh and permissions.
They are stored as signals, with their own layer in the platform.
Mapping to meaning
A heat wave matters to outerwear in Germany, not to leather goods in Japan: mapping happens on semantic categories and markets.
That is why a planner can read the reason, not just the revised number.
Keeping judgement
The Digital Worker proposes the revision; the planner accepts, adjusts or rejects it, and the platform remembers the decision.
Over a season that memory becomes the planning rulebook.