Origination Intelligence

Phase 1 lead — unified spatial cadastre + predictive origination.

Users

· Merchandisers
· Origination managers
· Commercial leadership

Inputs

· Producer cadastre + parcel boundaries
· Historical contracts (SAP)
· Salesforce accounts + interactions
· Satellite-derived crop condition
· USDA + parity prices

GeoAI components

· Producer scoring model
· Predictive origination (who sells when, to whom)
· Competitive exposure mapping
· Yield + crop condition CV

ArcGIS dependencies

· Feature services for cadastre
· Territory layers per merchandiser
· Web maps embedded in Salesforce

Enterprise integrations

SalesforceSAPSatelliteUSDA

Consumes layers

L1 · Global Spatial Database L2 · AI / GeoAI Engine L4 · Enterprise Integration Framework

Phase 1 lead

Why this ships first

Origination is where Bunge's commercial value lands. It exercises every layer end-to-end — spatial cadastre, GeoAI scoring, Salesforce + SAP + satellite + USDA integration — proving the platform before the other six apps snap in.

Open decisions affecting this app

Decision 02

Salesforce Integration

What do we know about Bunge's Salesforce data model and the cadastre project underway?

Decision 03

Satellite Pipeline

Which providers first, and what does the processing architecture look like?

Decision 04

AI Model Strategy

Build from scratch, leverage Esri GeoAI, use Vertex AI / SageMaker, or combine?

Decision 06

ArcGIS Deployment

ArcGIS Online, ArcGIS Enterprise, or hybrid?