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Integration & API Guide
From digital download to full compliance automation. Follow this guide to deploy your purchased Validation Pack.
1Install ODGS v5 Node & Bridges
Install the core zero-knowledge Python engine and map your target data catalog using our native API Enforcement Bridges.
# 1. Install the Core Semantic Engine pip install odgs # 2. Install the FLINT bridge for legislative rule models pip install odgs-flint-bridge
Available Native Bridges:
Databricks Unity Catalog
Snowflake Horizon
Collibra Data Intelligence
Apache FLINT (Hadoop)
2Test & Build (Stateless JWT)
Authenticate your commercial checkout token to download the JSON-LD schemas. Use the free Sample Pack to test evaluation logic, then build the physical artifacts.
# Run a local test using the Developer Sandboxodgs audit --bridge databricks \ --pack sample-pack \ --license-jwt "eyJhbGciOiJIUzI1..."# Build production Data Contracts post-evaluationodgs build --target dbt \ --pack privacy-ai \ --license-jwt "eyJhbGciOiJIUzI1..."
Verification Output
{
"@type": "AuditResult",
"verdict": "PASS",
"applicable_rules": 24,
"timestamp": "2026-03-01T12:00:00Z"
}Violation Enforcement
{
"@type": "AuditResult",
"verdict": "HARD_STOP",
"violations": [{
"rule": "flint:dora_art12",
"message": "RPO exceeds 4h"
}]
}3Push Cryptographic Proofs
Submit successful evaluation logs to the S-Cert Registry. We mint a hardware-backed Google Cloud KMS JSON Web Signature (JWS) serving as non-repudiable proof for your statutory auditors.
# Push finalized test vectors to S-Cert Registryodgs registry push \ --audit-log ./out/audit_1029.jsonld# Retrieve your Zero-Knowledge Cryptographic Receipt{"registry_url": "https://registry.metric-provenance.com/verify/...", "jws_signature": "eyJhbGciOiJFZERTQ...x7h8", "sealed_at": "2026-03-01T12:00:05Z"}
BI Adapters
Generate artifacts mapping exact legal articles to your downstream BI tools: odgs build
dbt
PowerBI
Tableau