We measure response-organisation continuity from battery telemetry: which visible channels carry constrained roles, whether substitutes are thinning, and what the sensor grid can actually resolve. The output is an auditable measurement record, not an asset verdict.
Each deliverable starts by freezing the data contract: identity, time spine, sign convention, channel roles, normalisation, missingness, and claim boundary.
One asset or cohort, read against its own history. The report returns bounded organisation readings, a limitations ledger, an evidence boundary sheet, and the next evidence needed to close unresolved questions.
A continuing version of the report: telemetry onboarded once under a frozen measurement contract, then periodic readings against the asset's accumulating history.
Measures what the current telemetry can and cannot resolve: cadence, quantisation, channel coverage, and the minimum organisation change visible under the available sensor grid.
Not whether a battery is good or bad. Whether visible burden-bearing roles are distributed, mobile, or persistently concentrated under matched context.
A stable output can be maintained while the number of observable ways to support that output narrows. The report separates surface output from support-path evidence.
If the sensor grid is too coarse, the honest output is not a clean bill of health. It is a visibility floor and an evidence request.
These pages show the visual language behind the observatory. They remain bounded research surfaces; the product layer is the auditable report, not the animation.
| Contract field | Needed before interpretation |
|---|---|
| Identity | Cell, string, module, pack, vehicle, or asset identity; whether channels remain stable across time. |
| Time spine | Timestamp, cycle, odometer, settlement period, or test step; native cadence and gaps preserved. |
| Channels | Voltage, current, temperature, SOC, mode, cycle/odometer, and any protocol or duty markers with units and sign convention. |
| Normalisation | What is preserved raw, what is scaled, and why; no pooling across individuals to make an individual claim. |
| Boundary | Allowed measurement sentences and forbidden interpretations agreed before computation. |