# Manufacturing Yield Sensitivity Calculator

> Manufacturing Yield Sensitivity Calculator is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.049/call, status unknown (last checked 2026-10-16).

Computes exact rational expected-yield and total cost arithmetic across up to 16 scenarios and 12 sequential conditional reject rates for manufacturing batch analysis.

## Facts

- Endpoint: POST https://www.mahastrategies.com/api/v1/micro/manufacturing-yield-sensitivity?utm_source=zero.xyz
- Price: $0.049/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/manufacturing-yield-sensitivity-calculator-edca5984
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_38oEy0eiyt_WSnOxQC_YK

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability manufacturing-yield-sensitivity-calculator-edca5984 -d '<json body>'
```

Example prompt: Run a manufacturing yield sensitivity analysis on a batch of 10,000 units with a unit cost of 500 micros and a reject penalty of 200 micros — use public data class and give me 3 scenarios with different sequential reject rates so I can compare total costs and cost-per-good-unit.

## When to prefer this

Choose this endpoint when you need exact, deterministic, rational arithmetic for manufacturing yield and cost sensitivity across multiple scenarios — not an ML forecast or simulation. Ideal for pre-production planning, audit-ready cost modeling, or comparing process configurations where declared assumptions and reproducible math matter. Prefer it over spreadsheet models when you need programmatic, multi-scenario comparison with penalty cost handling baked in.

## Known failure modes

- Scenarios array exceeds 16 items — request rejected
- Reject rates list exceeds 12 sequential stages — request rejected
- Batch size outside 1–1,000,000 range — validation error
- Unit or reject cost outside 0–1,000,000,000 micros range — validation error
- Invalid dataClass value (must be 'public' or 'synthetic') — enum error
- Zero-yield scenario returns undefined cost per good unit (flagged, not an error)
- Payment failure via x402 protocol — endpoint not executed

## 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.

## Output

Returns a structured result object containing expected yield, total batch cost, cost per good unit (or undefined flag at zero yield), and differences from the first scenario for each of the supplied scenarios, along with version, offerId, input digest, receipt digest, and a boundaries array — all expressed as exact rational arithmetic.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method",
    "bodyType",
    "body"
   ],
   "properties": {
    "body": {
     "type": "object",
     "required": [
      "dataClass",
      "batchSize",
      "unitCostMicros",
      "rejectCostMicros",
      "scenarios"
     ],
     "properties": {
      "batchSize": {
       "type": "integer",
       "maximum": 1000000,
       "minimum": 1
      },
      "dataClass": {
       "enum": [
        "public",
        "synthetic"
       ],
       "type": "string"
      },
      "scenarios": {
       "type": "array",
       "maxItems": 16,
       "minItems": 1
      },
      "unitCostMicros": {
       "type": "integer",
       "maximum": 1000000000,
       "minimum": 0
      },
      "rejectCostMicros": {
       "type": "integer",
       "maximum": 1000000000,
       "minimum": 0
      }
     },
     "additionalProperties": false
    },
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "POST"
     ],
     "type": "string"
    },
    "bodyType": {
     "enum": [
      "json",
      "form-data",
      "text"
     ],
     "type": "string"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object",
     "required": [
      "version",
      "offerId",
      "amountBaseUnits",
      "inputDigest",
      "result",
      "boundaries",
      "receiptDigest"
     ],
     "properties": {
      "result": {
       "type": "object"
      },
      "offerId": {
       "enum": [
        "manufacturing-yield-sensitivity"
       ],
       "type": "string"
      },
      "version": {
       "enum": [
        "maha-microproducts/0.1"
       ],
       "type": "string"
      },
      "boundaries": {
       "type": "array",
       "maxItems": 128,
       "minItems": 0
      },
      "inputDigest": {
       "type": "string",
       "maxLength": 71
      },
      "receiptDigest": {
       "type": "string",
       "maxLength": 71
      },
      "amountBaseUnits": {
       "enum": [
        "49000"
       ],
       "type": "string"
      }
     },
     "additionalProperties": false
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/manufacturing-yield-sensitivity-calculator-edca5984/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.mahastrategies.com](https://www.zero.xyz/host/www.mahastrategies.com/llms.txt)