# Partnership Pipeline — Record Quality Audit + IQR Outlier Flags

> Partnership Pipeline — Record Quality Audit + IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Audits up to 200 partnership pipeline records for data quality issues and flags statistical outliers using interquartile range (IQR) analysis across qualified_partners and active_partners fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-09-014?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/partnership-pipeline-record-quality-audit-iqr-outlier-flags-3bbed508
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_tUHm6k6I-YEt4rfdJsi-a

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 partnership-pipeline-record-quality-audit-iqr-outlier-flags-3bbed508 -d '<json body>'
```

Example prompt: Can you run a record quality audit and IQR outlier check on my partnership pipeline data? I have rows for group-a and group-b from October 2026 with qualified_partners and active_partners counts — flag any data quality issues and outliers in the qualified_partners field.

## When to prefer this

Choose this endpoint when you need a combined record quality audit and IQR statistical outlier detection on partnership pipeline data (qualified_partners and active_partners) in a single call. It is purpose-built for the partner pipeline domain and delivers two reports at once for up to 200 rows. Prefer it over generic data quality tools when your data specifically tracks qualified and active partner counts by company group and date.

## Known failure modes

- Fewer than 1 row supplied — request rejected (minItems violation)
- More than 200 rows supplied — request rejected (maxItems violation)
- Invalid date format (not YYYY-MM-DD) — row validation error
- Missing required fields (row_id, company_group, date, qualified_partners, active_partners) — schema validation failure
- All values null for selected field — IQR analysis may return degenerate or empty outlier report
- Numeric values outside allowed range — schema rejection

## How this service works

Partnership pipeline — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags for supplied partnership pipeline records (qualified_partners, active_partners). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two independent reports: (1) a record quality audit identifying issues such as nulls, format errors, and inconsistencies across the supplied rows, and (2) an IQR-based outlier detection report flagging rows where the selected field (qualified_partners or active_partners) falls outside the interquartile range bounds. No external data sources or predictions are involved — all analysis is performed on the supplied data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "company_group",
     "date",
     "qualified_partners",
     "active_partners"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "company_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "active_partners": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "qualified_partners": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "company_group": "group-a",
     "active_partners": 1,
     "qualified_partners": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "company_group": "group-b",
     "active_partners": 2,
     "qualified_partners": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "company_group": "group-a",
     "active_partners": 3,
     "qualified_partners": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "company_group": "group-b",
     "active_partners": 4,
     "qualified_partners": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "qualified_partners",
    "active_partners"
   ],
   "type": "string",
   "default": "qualified_partners"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/partnership-pipeline-record-quality-audit-iqr-outlier-flags-3bbed508/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)