Fraoula Data Auditor Real-Time Data Quality & Compliance AI
Business data moves continuously from source systems into warehouses, reports, and AI models. Fraoula Data Auditor helps you understand where your data architecture is losing money — and what to do about it.
What Fraoula Data Auditor Does
Fraoula Data Auditor scores your data architecture, estimates the annual dollar cost of fragmentation, and generates a custom AI remediation blueprint specific to your stack.
Architecture Scoring
Answer five questions about your data infrastructure. We calculate a 0–100 architecture score and estimate annual dollar leakage across engineering time, downtime, and wasted infrastructure.
Healthtech & PHI Telemetry
An AI-generated remediation plan specific to your database stack and industry tells you exactly which problems to fix first and which tools to adopt.
PDF Report
The full scored report — with high and medium priority action items and optimised architecture recommendations — is available as a downloadable PDF after payment unlock.
Silent Data Failures Are Costing Your Business
Most data problems go undetected until they've already caused downstream damage — missed forecasts, broken pipelines, or wasted engineering time investigating issues that started weeks earlied at month-end.
Silent Schema Drift
Schema changes in upstream sources go unnoticed until downstream pipelines break silently - often days or weeks after the fact.
Pipeline Firefighting
Teams spend days debugging data failures that should have been caught at ingestion, delaying reports and burning engineering hours.
Manual Audit Prep
Compliance teams manually prepare audit trails before every review cycle - creating delays, inconsistencies, and human error at scale.
Five Steps from Connection to Audit-Ready
Fraoula Data Auditor integrates with your existing stack in minutes - no data ever leaves your infrastructure.
Connect
Select the databases your team runs — PostgreSQL, Snowflake, BigQuery, MongoDB, Redshift, Kafka, or paste a raw schema directly.
Share Your Team's Reality
Answer four quick questions: team size, pipeline failures per week, hours spent firefighting, and monthly infrastructure spend.
Get Your Architecture Score
We calculate a 0–100 architecture score and estimate the annual dollar cost your setup is leaking across engineering time, downtime, and wasted infrastructure.
Receive Your Blueprint
An AI-generated remediation plan — specific to your stack and industry — tells you which problems to fix first and which tools to adopt.
Unlock Your Full Report
The complete report with all action items and architecture recommendations is available as a downloadable PDF after Stripe payment unlock.
Compatible with: Snowflake · BigQuery · Redshift · Databricks · PostgreSQL · schema paste
Built with Privacy in Mind
Fraoula Data Auditor is a self-assessment tool. Your inputs are used only to generate your scored report — no raw data is transmitted to or stored on Fraoula infrastructure.
Your Inputs Are Private
Your self-assessment answers are used only to calculate your architecture score and leakage estimate. No data is sold or shared with third parties.
Simple Access
The tool runs entirely in your browser. No installation, no credentials, no infrastructure changes required — just answer five questions or paste a schema.
Business Email Required
We require a valid business email address to deliver your scored report. Personal and disposable email domains are not accepted.
What the Audit Delivers
A scored architecture report with leakage estimates and a prioritised remediation blueprint — specific to your stack.
Architecture Score & Leakage Estimate
Receive a 0–100 architecture score, status tier, and a dollar breakdown of annual leakage across engineering cost, pipeline downtime, and infrastructure waste.
AI Remediation Blueprint
A custom AI-generated remediation plan — specific to your databases, industry, and team size — with high and medium priority actions and tool recommendations.
Run Your Free Data Architecture Audit
Answer five questions about your data infrastructure and receive an architecture score, annual leakage estimate, and a prioritised AI remediation blueprint — no credit card required.