Api Endpoint

aialign.halowerk.com

Calculates each group positive-outcome rate, compares it with an explicit or automatically selected reference group, and reports rate differences and selection-rate ratios. Aggregate disparity metrics do not establish discrimination, fairness, causation or legal compliance and can conceal intersectional or sampling effects.

Open interactive test console

Offering

Provider
aialign.halowerk.com
Method
POST
Offering type
Api Endpoint
Transport type
http
Category
Data
Delivery
Not provided
Pricing model
Not provided
x402 version
2

Endpoint context

URL
https://aialign.halowerk.com/v1/bias-audit
MIME type
application/json
First seen
2026-10-16T01:54:06.400Z
Last seen
Tags
None supplied

Payment pricing

x402 payment terms are the authoritative price for calling this endpoint.

Payment option 1
0.004 USDC
Atomic price: 4000 · Network: eip155:8453 · Asset: USDC · Scheme: exact
Raw x402 terms
[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "4000",
    "payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E"
  }
]

Observed health

Status
Healthy
Latest latency
326 ms
Average latency
1564 ms
HTTP status
204
Last checked
Reachability
100% over 11 checks

Latency is measured to the first response headers. A reachable result does not verify response accuracy or merchant identity.

Input schema

{
  "type": "object",
  "properties": {
    "type": {
      "type": "string",
      "const": "http"
    },
    "method": {
      "type": "string",
      "enum": [
        "POST",
        "PUT",
        "PATCH"
      ]
    },
    "bodyType": {
      "type": "string",
      "enum": [
        "json",
        "form-data",
        "text"
      ]
    },
    "body": {
      "type": "object",
      "required": [
        "groups"
      ],
      "additionalProperties": false,
      "properties": {
        "groups": {
          "type": "array",
          "minItems": 2,
          "maxItems": 1000,
          "items": {
            "type": "object",
            "required": [
              "group_id",
              "total_count",
              "positive_count"
            ],
            "additionalProperties": false,
            "properties": {
              "group_id": {
                "type": "string",
                "minLength": 1,
                "maxLength": 128
              },
              "total_count": {
                "type": "integer",
                "minimum": 1,
                "maximum": 1000000000
              },
              "positive_count": {
                "type": "integer",
                "minimum": 0,
                "maximum": 1000000000
              }
            }
          }
        },
        "reference_group_id": {
          "type": "string",
          "minLength": 1,
          "maxLength": 128
        },
        "minimum_selection_rate_ratio": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        }
      }
    }
  },
  "required": [
    "type",
    "method",
    "bodyType",
    "body"
  ],
  "additionalProperties": false
}

Output schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "groups": {
              "items": {
                "additionalProperties": false,
                "properties": {
                  "group_id": {
                    "maxLength": 128,
                    "minLength": 1,
                    "type": "string"
                  },
                  "positive_count": {
                    "maximum": 1000000000,
                    "minimum": 0,
                    "type": "integer"
                  },
                  "total_count": {
                    "maximum": 1000000000,
                    "minimum": 1,
                    "type": "integer"
                  }
                },
                "required": [
                  "group_id",
                  "total_count",
                  "positive_count"
                ],
                "type": "object"
              },
              "maxItems": 1000,
              "minItems": 2,
              "type": "array"
            },
            "minimum_selection_rate_ratio": {
              "maximum": 1,
              "minimum": 0,
              "type": "number"
            },
            "reference_group_id": {
              "maxLength": 128,
              "minLength": 1,
              "type": "string"
            }
          },
          "required": [
            "groups"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST",
            "PUT",
            "PATCH"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}