Choose the question
For example: why does one battery module run warmer than its neighbors under similar load? Define who would inspect the result and what evidence would help.
RAIN / Resources
One asset.One useful question.
A practical starting point for defining a RAIN design-partner pilot: data access, operating boundaries and evidence of usefulness.
Planning for a first field pilot
INTELLIGENCE BELONGS WHERE THE DATA LIVES.
01 / THE IDEA
Agree what useful would look like.
A pilot should resolve a specific uncertainty. Start with a question an operator already cares about, then work backward to the signals, access and evaluation needed to answer it. RAIN’s current evidence is from a simulated battery plant; the first real site is the next validation step.
Inventory the signals
List available measurements, sampling intervals, units, timestamps and equipment identifiers. Identify missing context and who can authorize read-only access.
Define success together
Consider signal quality, alert usefulness, stable operation and operator review effort. Set the observation period and review criteria before the trial.
02 / IN PRACTICE
Put the thinking into practice.
Define the scope, preserve the boundary, and make the outcome something a person can inspect.
- 01
Write the brief
Capture the site, asset, operational question, telemetry sources and access boundary. The downloadable template keeps these decisions together.
- 02
Scope the trial
Agree hardware needs, installation constraints, data retention and review responsibilities. Identify which integration work is still required.
- 03
Review the evidence
Compare results against the original criteria. Document both useful observations and failures before deciding whether to refine, extend or stop the trial.
03 / A FEW DETAILS
Worth understanding.
Does downloading a brief start a deployment?
No. The brief is a local planning document. It does not send an inquiry, reserve hardware or create a deployment agreement.
Are pricing and hardware fixed?
No. Hardware configuration and commercial terms depend on the agreed pilot scope. Production specifications and a standard deployment package have not been established.
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.