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Manufacturing Yield Sensitivity Calculator
x402
Manufacturing Yield Sensitivity Calculator is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.100007/call, status unknown (last checked 2026-10-16).
Computes exact rational expected yield and cost arithmetic across up to 16 scenarios and 12 sequential conditional reject rates for manufacturing batch analysis.
Price / call$0.100007
Success—
StatusUnknown
How this service works
Exact rational expected-yield and cost arithmetic for up to 16 scenarios and 12 sequential conditional reject rates. All batch units incur unit cost; rejected units incur an additional penalty. Reports differences from the first scenario and undefined cost per good unit at zero yield. Declared assumptions, not a production forecast. New modular adapter: retained result recovery for 24 hours, minimal receipt metadata for 90 days. Existing live route unchanged.
Output
Returns exact rational arithmetic results for each scenario including: expected yield (good units), total batch cost, cost per good unit (flagged as undefined at zero yield), and differences in yield and cost relative to the first scenario. Also reports declared assumptions. Results are retained for 24 hours; minimal receipt metadata is stored for 90 days.
Example use cases
Semiconductor fab yield cost modeling
“I need to model yield sensitivity for a semiconductor fab run of 200,000 units. Unit cost is 500,000 micros and the reject penalty is 100,000 micros. Set up 6 scenarios with sequential reject rates ranging from 1% to 10%, using synthetic data, and tell me the expected cost per good unit and how each scenario compares to the baseline.”
Electronics assembly reject-rate trade-off
“We're evaluating whether to add a third inspection gate on our PCB assembly line. Can you compute yield sensitivity for a batch of 10,000 units at 200,000 micros unit cost and 50,000 micros reject penalty, with 3 scenarios representing our current 2-stage and proposed 3-stage reject sequences? Use public data class and show differences from scenario one.”
Pharmaceutical batch rejection cost analysis
“Run a yield sensitivity calculation for a pharma batch of 5,000 units with unit cost 1,000,000 micros and a reject penalty of 250,000 micros. Model 8 scenarios with progressively tighter reject rate thresholds using synthetic data, and show me the cost impact and difference from the first scenario so I can decide which quality standard is cost-effective.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/manufacturing/yield-sensitivity?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need deterministic, exact rational arithmetic for manufacturing yield and cost sensitivity across multiple scenarios and sequential reject stages — not probabilistic simulation or ML-based forecasting. Ideal for declared-assumption planning exercises, cost modeling for manufacturing audits, or comparing quality-gate configurations on a batch line. Prefer this over general-purpose calculators when you need structured scenario comparison with cost-per-good-unit reporting and explicit handling of zero-yield edge cases.
Side effects
- Invalid scenario count (must be 1–16)
- Sequential reject rates that produce undefined cost per good unit at zero yield (flagged but not errored)
- Batch size out of range (1–1,000,000)
- Unit cost or reject cost out of allowed micros range (0–1,000,000,000)
- Invalid dataClass value (must be 'public' or 'synthetic')
- Malformed scenarios array or missing required fields
- Payment not received or insufficient USDC balance
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| batchSize | integer | |
| dataClass | string | |
| scenarios | array | |
| unitCostMicros | integer | |
| rejectCostMicros | integer |
Tags
x402
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