BUNGE AGRIINTEL · ARCHITECTURE EXPLORERFirst customer: BungeGIS backbone: Esri ArcGISMeeting: May 2026PRE-READ · CONFIDENTIAL
vega farm analyticsOperational intelligence for agribusiness
▶ Copilot
Phase 1 · Bunge US

Origination is the lead. The architecture must hold all seven.

The Phase 1 deliverables prove the value. The platform we build under them is the foundation every later application snaps into.

Tenant
Bunge
First customer · GCP
Lead app
Origination
6 more in the suite
GIS backbone
Esri ArcGIS
Online · Phase 1
Deliverable 01Phase 1

Origination application

  • Spatial cadastre (parcels + ownership + crop history)
  • Contracts view backed by SAP
  • Territory views per merchandiser
  • Predictive origination + producer scoring
  • Salesforce integration readiness (embedded web maps)
Deliverable 02Phase 1

GeoAI pipeline

  • Satellite imagery processing (Sentinel baseline)
  • Crop condition monitoring (CV time-series)
  • Predictive origination model serving
Deliverable 03Phase 1

Field intelligence mobile app

  • Offline-first capture
  • Auto-georeferenced ground truth
  • Sync to cadastre + Salesforce
Deliverable 04Phase 1

Data integration

  • Salesforce (cadastre + accounts)
  • SAP (contracts)
  • Satellite providers
  • USDA + parcel boundaries
Deliverable 05Phase 1

Executive dashboards

  • Origination performance by territory
  • Producer scoring distribution
  • Competitive exposure map
Integration surface

Six systems must meet in Phase 1

Salesforce
Accounts, interactions, in-flight cadastre project
SAP
Contracts, logistics, finance
Esri ArcGIS
Feature services, embedded maps
Satellite (Sentinel)
Imagery archive + processing
USDA
Parity prices, export inspections
Parcel boundaries
County + commercial sources
→ See the open decisions that gate Phase 1