Telemetry context
An integration plan should identify the asset, measurement, units, event time and quality of each signal. Preserve enough source context to investigate unexpected readings.
RAIN / Software
Build arounda clear interface.
Prepare an integration for RAIN’s local learning architecture: telemetry context, model evaluation and operator-facing evidence.
Integration preview · public SDK not released
INTELLIGENCE BELONGS WHERE THE DATA LIVES.
01 / THE IDEA
Start with the contract between systems.
A public RAIN SDK package and versioned API reference are not released. This guide describes the information an integration needs to preserve so a pilot can be scoped coherently. Exact interfaces, supported environments and adapter behavior must be established during that work.
Model context
Define how an input window, model version and evaluation result relate. A candidate’s training process must remain separate from the decision to promote it.
Advisory context
Describe what the operator needs to see: the observation, relevant evidence, model version and history. Keep the interface outside the equipment command path.
02 / IN PRACTICE
Put the thinking into practice.
Define the scope, preserve the boundary, and make the outcome something a person can inspect.
- 01
Map the source
Inventory the equipment interface and its read-only access method. Document signal names, timing, units and known gaps without assuming an available connector.
- 02
Define expected behavior
Agree how missing, late, repeated or invalid readings should appear to downstream components and the operator. Include recovery in the integration plan.
- 03
Validate the contract
Use representative sample data and agreed acceptance criteria to scope an adapter. Verify the target environment before planning a field trial.
03 / A FEW DETAILS
Worth understanding.
What package should I install?
No public RAIN SDK package or installation command is published. This page is an integration preview, not an executable SDK quickstart.
Are the interfaces stable?
No versioned public interface is established here. The runtime is at the simulation stage, and adapter requirements must be agreed for a scoped pilot.
BUILD WITH RAIN
One site. One question.
A useful next step.
RAIN is preparing for its first field pilot. Start by defining the environment, the data boundary, and what success should look like.