Edge Ingestion
LoRaWAN sensors over MQTT and 4G controllers over Modbus land in one raw-frame-first pipeline — every payload stored before decoding, so history is replayable as codecs improve.
Built to be trusted.
The stack under AGRY OS is boring where it should be — proven data infrastructure — and rigorous where it matters: governance, verification and auditability of every action taken on a real farm.
Data Platform
PostgreSQL with PostGIS carries the farm as geometry: farms, pivots, blocks, pipelines and devices are spatial first-class citizens with full-depth soil telemetry.
Governed AI
LLM analysis runs on structured farm rollups with schema-enforced output and evidence-required recommendations. AI advises — it never actuates equipment.
Verified Control
Every actuation follows requested → sent → acknowledged → verified, confirmed only by the device's own state report, with a 10-minute expiry and an append-only audit trail.
Enterprise Security
Nine-role RBAC across module, action and scope; scrypt credentials; hashed sessions; org-scoped queries; sealed integration secrets (AES-256-GCM).
Open Architecture
REST APIs, event-driven internals with a broker-agnostic bus, CSV exports and integration-ready design. English + Arabic, RTL-ready interface.
Enterprise secureRole-based accessImmutable auditVerified device controlArabic + RTL ready