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Robotics Telemetry Declared Bound Audit
x402
Robotics Telemetry Declared Bound Audit is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.010148/call, status unknown (last checked 2026-10-16).
Compares exact finite robotics telemetry measurement values against caller-supplied inclusive quantity/unit bounds to flag out-of-range declared values in a record analysis.
Price / call$0.010148
Success—
StatusUnknown
How this service works
Compare exact finite values with one matching inclusive caller-supplied quantity/unit bound in the full declared Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a structured audit report comparing each supplied telemetry measurement against its corresponding caller-supplied inclusive bound, indicating whether each finite value falls within the declared range, along with flags for any out-of-range violations.
Example use cases
Sensor range compliance check
“I have a batch of 10 synthetic robotics telemetry readings from our arm controller and I want to verify each one falls within its declared inclusive bounds — can you run a bound audit on them for me?”
QA pipeline telemetry validation
“As part of our data QA pipeline, audit these 20 public-class telemetry measurements against their corresponding quantity and unit bounds to flag anything that exceeds the declared limits.”
Robot field data bound review
“We collected telemetry from a field robot run and declared acceptable bounds for each sensor channel — can you compare the declared measurements against those inclusive bounds and tell me which ones are out of range?”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/robotics-telemetry/declared-bound-audit?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a structured, per-record comparison of robotics telemetry values against caller-supplied inclusive bounds as part of a declared-record analysis or data quality workflow. It is specifically suited for synthetic or public-class telemetry data where nonpersonal metadata assurance is required. Prefer this over general-purpose validation tools when working with robotics sensor pipelines that have pre-declared measurement bounds in specific quantity/unit formats.
Side effects
- measurements or bounds array is empty or exceeds 32 items — returns validation error
- nonpersonalMetadata not set to true — request rejected
- dataClass not one of 'public' or 'synthetic' — invalid enum error
- mismatched array lengths between measurements and bounds — comparison error
- non-finite values (NaN, Infinity) in measurements — rejected as incompatible with finite-value contract
- payment not provided or insufficient — 402 payment required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bounds | array | |
| dataClass | string | |
| measurements | array | |
| nonpersonalMetadata | boolean |
Tags
x402
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