DEVELOPER PLATFORM

Open-Source SDKs & APIs

Integrate real-time in-memory-only schema drift validation and privacy-first SHA-256 attribution telemetry directly into your distributed pipelines.

Python SDK Node.js Telemetry GitHub Repository

DATA PIPELINE QUALITY

Fraoula Data Auditor Python SDK

Lightweight Python client for validating streaming JSON payloads in volatile memory before ingestion into lakehouses. Automatically flags schema drift and distribution shifts.

pip install fraoula-data-audit

Quickstart:

from fraoula_data_audit import DataAuditorClient client = DataAuditorClient(api_key="YOUR_API_KEY") result = client.audit_payload( schema_name="fintech_transaction_v1", payload={"account_id": "ACC-99201", "transaction_amount": 1450.50} ) print(f"Latency: {result.latency_ms}ms | Status: {result.status}")

Product Architecture PyPI Registry Live Web Console

ATTRIBUTION TELEMETRY

Fraoula Data Intelligence Telemetry

Zero-loss event attribution client. Generates client-side SHA-256 cryptographic digests to measure multi-channel touchpoints with absolute user privacy.

npm install fraoula-telemetry

Quickstart:

import { FraoulaTelemetry } from 'fraoula-telemetry'; const tracker = new FraoulaTelemetry({ appId: 'FRAOULA_APP_ID' }); await tracker.track('conversion', { orderId: 'ORD-89210', revenue: 249.00, channel: 'organic_search' });

Product Architecture npm Registry Live Web Console

Core Engineering Principles

Real-Time In-Memory Execution

Audit rules and anomaly models run in volatile memory. No disk writes occur during streaming verification, delivering real-time pipeline execution.

Zero Payload Persistence

Raw customer records are never stored in Fraoula databases. Telemetry transmits only mathematical schema drift metadata, designed to support customer HIPAA and SOC 2 compliance obligations via zero-retention ephemeral stream processing.

Deterministic Telemetry

SHA-256 cryptographic digests ensure duplicate event detection with mathematical certainty across distributed ad channels and cloud services.