Microclimate Intelligence Platform

Provisioned weather station and telemetry contract

Sub-hourly tipping-bucket observations

Paired local gauge history

Local depth probes plus field soil properties

Co-located sub-hourly rain and soil sensors

Calibrated field thresholds and validated forecast

Paired field sensors

Weeks of quality-screened paired field history

Reviewed outcome, weights and calibration

Forecast-provider ingestion and ledger

Local history and out-of-sample bias validation

Field soil feed and calibrated uncertainty

Field-calibrated infiltration model

Crop/soil model, liability review and field validation

Reviewed crop ET method

Field water-storage and irrigation inputs

Reviewed crop/base-temperature method

Published crop/hybrid model and outcome validation

Local temperature plus forecast calibration

Multi-depth soil temperature sensors

Label rules, local wind and forecast validation

Field moisture, soil texture and outcome calibration

Disease-specific published model

Leaf-wetness sensor or validated estimator

Crop-specific exposure method

Paired local temperature and humidity

Co-located rain/soil plus soil properties

Synchronized observations and statistical safeguards

Sub-hourly synchronized local sensors

Versioned detectors and event ledger

Qualified event ledger and Prism citation gate

Prism evidence tools, authorization and evals

Machine-enforced citations and numeric validator

Sensor identity and immutable acquisition ledger

Hardware telemetry and device identity

Validated per-sensor detectors

Calibrated agreement measures

Calibration, coverage and drift evidence

Coverage-matched historical denominators

Comparable historical series

Tenant boundaries and sensor locations

Multiple sensors and held-out spatial skill

Repeated field observations and stable clustering

Skillful terrain model and better DEM

Event-time local telemetry

Scheduled ingestion and immutable report snapshot

Authorized exports and delivery lifecycle

Freshness SLO and delivery authority

Validated forecast plus suppression policy

Operation-specific governance and validation

Forecast and product constraints

Versioned assumptions and validated models

Forecast ingestion and local outcomes

Paired local history

Versioned retraining and drift controls

Qualified crop models and farm configuration

Role-aware UX with unchanged truth boundaries

Scheduled fresh evidence and claim validator

Validated method and resolvable action

Integration health and retrieval receipts

Aligned units, time and availability semantics

Method/input/output identity graph

Qualified route and state matrix

Polished rehearsal with explicit simulation boundary