Fraoula Data Auditor
Real-time schema drift detection, in-memory payload verification, and automated anomaly telemetry for modern data engineering teams and cloud warehouses.
Instant Automated Audit • No Credit Card Required • Setup in 5 Minutes • Zero Disk Retention“We discover schema changes and data contract failures only after downstream reports are already corrupted.”
Across modern cloud data warehouses and streaming platforms, silent schema drift is catastrophic. When upstream application services change payload structures, alter timestamp precision, or omit critical foreign keys, downstream pipelines ingest malformed records for weeks before business dashboards, executive metrics, or financial ledgers sound the alarm. Manual detection delays resolution by weeks and diverts core engineering teams into emergency firefighting.
From 5-Minute Scan to Continuous Protection
A structured, non-disruptive validation journey designed for Data Platform Directors and Infrastructure Leaders.
5-Minute Free Scan
Connect a staging read-only database or replay sample payload events. Zero pipeline re-architecture or agent installation.
Quantified Risk Diagnostic
Receive an automated diagnostic report revealing null-rate breaches, silent type mutations, and schema contract exposure.
Architecture Review
Technical session with our systems architect to review VPC boundary egress, RAM-only execution budgets, and security posture.
14-Day Production Pilot
Instrument live shadow streams with custom alerting rules, dedicated Slack/Teams webhooks, and measurable MTTR tracking.
Enterprise SLA Contract
Production deployment with 99.9% availability SLA, enterprise Master Services Agreement, and dedicated engineering support.
Continuous Data Quality Verification
Fraoula Data Auditor operates in-memory alongside your streaming ingestion and warehouse pipelines to guarantee contract enforcement without adding query bottlenecks.
Real-Time Schema Drift Detection
Continuously evaluates incoming record payloads against registered schemas. Instantly identifies unexpected column additions, dropped fields, and silent type mutations before data corrupts downstream models.
In-Memory Payload Verification
Verifies streaming and micro-batch data entirely in volatile memory. With zero disk retention, sensitive records are never written to secondary storage, meeting the highest enterprise security standards.
Automated Alerting & Webhooks
Fires rich, context-aware webhooks directly to Slack, PagerDuty, Datadog, or custom incident response queues. Includes payload sample hashes, field diffs, and exact schema contract violation details.
Verified Public Case Studies & Performance Evidence
Rigorous data quality observability replaces reactive triage with automated contract verification, as proven across published enterprise deployments.
Autodesk Observability Benchmark
In published data observability studies, automated pipeline anomaly detection reduced incident discovery time from days to minutes and dropped Mean Time to Resolution (MTTR) from weeks to days across production data operations.
Formula 1 Pipeline Schema Evolution
Deploying end-to-end data lineage and automated schema contract validation enabled engineering teams to resolve complex schema evolutions and upstream source mutations in hours instead of days.
Sub-second payload inspection across high-throughput Kafka and SQL pipelines.
Incoming payloads validated in memory with no raw records persisted to disk.
Schema drift diagnosed immediately at the source before pipeline corruption occurs.
Connects to Your Data Stack in Minutes
Fraoula Data Auditor integrates natively with modern cloud data warehouses, lakehouses, orchestrators, and streaming engines.
Start Your Free Data Audit Today
Run an automated schema drift and data quality scan on your SQL database or cloud warehouse in under 5 minutes. No credit card. No pipeline rewrites.
Data Auditor on Independent Platforms
Fraoula Data Auditor is verified and indexed across independent software directories and package registries: