ARSENAL PRODUCT #5 APPROVED LIST PRICE: $0.75 DATASET QUALITY AUDIT DETERMINISTIC SCORING

Arsenal Data Quality
Deterministic dataset assessment, schema checks, and privacy heuristics.

Returns the Data Foundry's own blocking and non-blocking quality checks for a dataset, a deterministic 0–100 quality score, a duplicate record verdict, and privacy-sensitive column heuristics. Reuses the Foundry's quality verification engine with sub-30ms execution. Evaluates metadata — zero unmetered row leaks.

Commercial Billing Specification
$0.75USD / call
Customer pays $0.75 (75 cents), platform fee included
SPEND CEILING $3.00
MEASURED LATENCY p50 28 ms
AUTH SCOPE arsenal.dataset.read

CAPABILITY SPECIFICATION

Deterministic Quality Formula & Privacy Warning Boundaries.

Scoring Formula & Grades

# Mathematical Score Derivation
score = max(0, 100 - (25 * blocking_failures) - (8 * non_blocking_failures))

# Hard failure cap
if has_data == 0 or has_successful_run == 0:
    score = min(score, 39)

Grade: >=90 A | >=75 B | >=60 C | >=40 D | <40 F

The cap is enforced numerically, not merely stated in text, eliminating contradictions between calculated scores and underlying failure states.

Privacy Scanning Disclosures

  • ✓ 8 Signal Classes — Scans column names and metadata heuristics for email, phone, SSN, address, person name, IP, geolocation, and birth dates.
  • ! Heuristic Only — rows_inspected is always 0. The response explicitly states this is a metadata heuristic, not a formal legal PII certification.
  • ✓ Natural Key Uniqueness — Lifted directly from the engine's natural_key_unique verification check. Reports exact duplicate count.
  • ✓ Bounded Output — Returns up to 500 checks per dataset call.

INTERACTIVE PURCHASE & EXECUTION CONSOLE

Run Arsenal Data Quality Live.
Select → Authenticate → Quote → Authorize → Result & Receipt.

1 Configure Dataset Target (JSON)

Input schema: dataset (slug string), include_privacy_scan (boolean), include_sample (boolean).

2 Authenticate Client Credential

Enter your own Arsenal API key (kept only in this browser tab). Your price is confirmed by a live quote before anything is charged.

Live Binding Quote (EXCHANGER) Customer pays: $0.75 USD (platform fee included)

Hard Spending Ceiling: $3.00 USD • Required Scope: arsenal.dataset.read • Settlement: EXCHANGER Cents Ledger

QUOTE READY
3 Authorize Payment & Execute
Unique Idempotency-Key per purchase • Zero double-charge guarantee

DEVELOPER & AGENT ACCESS

REST Endpoints & Model Context Protocol.

cURL / HTTP Invocation

# Execute Dataset Quality Assessment
curl -s https://elyraon.com.co/api/arsenal/v1/products/elyreon.dataset.quality/execute \
  -H "X-Arsenal-Key: $ARSENAL_KEY" \
  -H "Idempotency-Key: quality-$(date +%s)" \
  -H "Content-Type: application/json" \
  -d '{
    "dataset": "cisa_kev",
    "include_privacy_scan": true
  }'

MCP Tool Definition (JSON-RPC 2.0)

# POST /api/arsenal/mcp
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "elyreon.dataset.quality",
    "arguments": {
      "dataset": "cisa_kev",
      "__idempotency_key": "mcp-quality-001"
    }
  }
}

View machine-readable schema: GET /api/arsenal/v1/products/elyreon.dataset.quality • Full Manifest: GET /api/arsenal/v1/manifest • Customer History: /account/