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Alloy Measurements Declared Bound Audit
x402
Alloy Measurements Declared Bound Audit is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.010138/call, status unknown (last checked 2026-10-25).
Validates whether alloy measurement values fall within caller-supplied quantity/unit bounds within a declared dataset/subject/run/method/revision frame, treating null and censored values as unknown.
Price / call$0.010138
Success—
StatusUnknown
How this service works
Compare finite measurements with inclusive caller-supplied quantity/unit bounds in the exact dataset/subject/run/method/revision frame; null and censored values are unknown, not zero; thresholds are not clinical or safety limits for alloy measurement Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a structured audit result for each measurement indicating whether it falls within the inclusive caller-supplied bounds, flags measurements that are out of range, and marks null or censored values as unknown rather than zero. Results are scoped to the exact dataset/subject/run/method/revision frame provided. Does not constitute clinical or safety certification.
Example use cases
Lab batch measurement compliance check
“I have 15 alloy hardness measurements from our latest lab run and I need to check if they all fall within my declared bounds of 150 to 380 HV. The data is synthetic, and none of it contains personal metadata. Can you run a bound audit for me?”
Multi-revision alloy data bound review
“Can you compare these 20 alloy yield strength values from revision 4 of our public dataset against caller-supplied bounds of 300 MPa minimum and 600 MPa maximum, and tell me which ones fall outside or are null/censored?”
Quality gate for alloy production run
“Before we finalize this production run, I want to audit 8 alloy elongation measurements against our declared bounds — anything between 5% and 25% is acceptable — using public data class with non-personal metadata only. Flag anything that's out of range or missing.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/alloy-measurements/declared-bound-audit?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically audit a batch of alloy measurements against explicit caller-defined quantity/unit bounds within a precise dataset/subject/run/method/revision context. It is best suited for materials science data pipelines, lab QA workflows, or simulation checks on synthetic alloy data where null and censored values must be tracked as unknown. Do not use it as a substitute for certified safety or clinical threshold assessments.
Side effects
- Measurements array exceeds 32 items — request rejected
- Bounds array is empty or exceeds 32 items — validation error
- Invalid dataClass value (must be 'public' or 'synthetic') — enum error
- nonpersonalMetadata not set to true — required const field missing
- Mismatched units between measurements and bounds may produce unexpected comparisons
- Censored or null values returned as unknown status, not numerical results
- Payment failure via x402 protocol — endpoint returns 402
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bounds | array | |
| dataClass | string | |
| measurements | array | |
| nonpersonalMetadata | boolean |
Tags
x402
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