A three-layer pipeline: ingest geospatial sources, serve a unified schema, attribute and settle revenue back to contributors.
Signed uploads, per-source auth.
Feature extraction at scale.
Dedup, spatial join, quality gates.
Atomic commits to universal schema.
id: uuid
geometry: geog
h3_cell: u64
attributes: jsonb
source_id
version
Tile & query memoization, p50 < 8ms.
AuthZ, rate limits, schema versioning.
Data-consumption telemetry buffer.
Revenue-distribution compute, per-feature.
Map usage → contributors.
Pioneer pool · recency tracking · cohort decay
Double-entry, immutable, reconciled daily.
Contributor identity & KYC.
Payouts, FX, compliance.