What the dashboard shows
Coverage
Total hectares monitored, count of fields, crop mix by area, and the most recent satellite pass date across the estate.
Health distribution
Area-weighted health buckets (healthy / stressed / critical) as a percentage of total estate area. See the Aggregation Model for the exact calculation.
Alerts by severity
Active alerts across the estate grouped into Critical, High, Medium, Low, Info. Click any bucket to drill into the field-level feed.
Production forecast
Estate-wide yield projection with P10 to P90 confidence band. Central estimate is the area-weighted sum of per-field yield projections.
Team capacity
Scout tasks in flight per assignee, overdue count, and the next 7 days of scheduled work. Same data as Activity Log by-assignee view.
Verification status
Count of verifications issued this season, acceptance rate by agency (Subsidy / Takaful / NADMA), and any disputed bundles awaiting response.
Setting up an estate group
1
Create the group
Fields → Groups → New group. Name it after the operating unit, not the legal entity (e.g., “Kedah North Estate”, not “XYZ Sdn Bhd”).
2
Add fields
Add fields by search, by drawing a bounding polygon on the map, or by uploading a CSV of field IDs. A field can belong to more than one group (e.g., a research plot inside a commercial estate).
3
Assign roles
Grant each teammate a role at the group level: Manager (full read/write), Agronomist (per-field read/write), Viewer (read-only rollups, no per-field drilldown). Roles inherit down to every field in the group.
4
Set the crop calendar
Estate-level default calendar (planting window, expected harvest). Individual fields can override. The calendar drives phenology bands in Activity Log and the yield projection window.
5
Configure verification presets
Estate defaults for Verification preset bundles (Subsidy / Takaful / NADMA), so any field-level operation exports with the right formatting without re-picking each time.
Common workflows
Morning triage across the estate
Morning triage across the estate
Open the Alerts card. Sort by severity. Every Critical or High row is a field that needs a decision today. Click through to the field, review the rule card driver, and assign a scout task from there.
Weekly capacity check
Weekly capacity check
Open the Team Capacity card. Any assignee with more than 5 overlapping bars in the next 7 days is flagged. Rebalance from Activity Log by-assignee view.
Monthly board update
Monthly board update
Export the estate dashboard as PDF. It includes coverage, health distribution, production forecast with confidence, verification acceptance rate, and top 5 hazards by area affected. Every number is reproducible via the Aggregation Model explain view.
End-of-season yield reconciliation
End-of-season yield reconciliation
Compare the final production forecast (issued 4 weeks before harvest) against actual harvest yield. Deviation is broken down by field so you can trace which rule cards under- or over-called. Feeds the
farm_history layer in the Risk Model for next season.What stays at field level
The Estate dashboard never merges field-level items that would lose meaning:- Rule card severity is not averaged. Instead you see “12 fields at HIGH blast risk”.
- VRA prescriptions are not merged. Each field’s map is generated and applied independently.
- Scout tasks are not summarized into estate-wide tasks. Every task is still tied to a field, an assignee, and (usually) a rule card.
Data freshness
Estate rollups refresh daily at 06:00 local time. Each card showsLast updated (job run time) and Data through (newest field observation included). Cards with Data through more than one cycle behind expected render a Stale badge with the reason.
Common reasons a card goes stale:
- Persistent cloud cover on a share of the estate area
- Fields with paused monitoring
- A recent rule card version upgrade that is still propagating
Related
- Aggregation Model - defines every rollup rule this dashboard uses.
- Activity Log - the Gantt timeline for planning and stand-ups.
- Activity & Alerts - severity-ranked feed of everything happening across the estate.
- Verification - export estate-wide bundles for agency submission.
- Regional Forecast - the next layer up.