The Data Trust Layer for Regulated Enterprises
Fraoula is a data trust software company that helps enterprises validate, measure and use data reliably — stopping pipeline corruption, verifying attribution, and grounding enterprise AI.
Reliable Data • Verifiable AI • Evidence-Backed Decisions
Fraoula is an data trust software company founded in 2024 and headquartered in Newark, Delaware (Fraoula LLC). We build specialized software products that help teams validate data, understand business information, and make data-backed decisions across data quality, enterprise knowledge, performance intelligence, and talent intelligence.
What We Build
Four core software tools built to solve everyday data, marketing, knowledge, and team workflow challenges:
Data Auditor
Real-time data quality and pipeline observability. Validates schemas in-memory, catches corrupt records, and prevents bad data before analytical warehouses commit.
Data Intelligence
Understand what actually drives growth. Connect advertising, conversion, and revenue data across channels and measure performance using first-party server-side data.
Fraoula AI
Enterprise knowledge search and analysis. Connect internal company documents, spreadsheets, and databases to ask questions and trace every answer to its verified source.
Talent Intelligence
Data-backed candidate search and workforce intelligence. Search candidates by skills, experience, and evidence, and match applicant profiles with structured talent data.
The Real Cost of Broken Data in Everyday Pipelines
When bad records slip into databases unnoticed, teams waste days fixing errors and rebuilding reports. Here is how Fraoula protects your operations.
Catches broken schemas and missing fields the moment data arrives, before bad records corrupt your tables.
Maintains tamper-evident verification logs so your team never scrambles during compliance audits.
Direct server tracking shows which marketing campaigns actually bring customers without using tracking pixels.
Runs checks entirely in active memory, keeping your customer data safe with zero records saved to disk.
From First Scan to Enterprise SLA in 14 Days
A low-friction, non-invasive validation model built for enterprise security and engineering leaders.
Zero-installation ephemeral scan against your test schemas or staging payload.
Automated scorecard highlighting silent type drifts, null leaks, and schema anomalies.
30-minute consultation with a Fraoula systems architect to map sidecar or proxy deployment.
Active sidecar deployment in staging/production verifying live Kafka, Snowflake, or Databricks feeds.
Dedicated support, 99.9% uptime SLA, custom compliance rules, and tailored BAA / DPA terms.
Built for Accuracy, Speed, and Scale
Fraoula software products power data quality verification, performance attribution, knowledge retrieval, and talent intelligence with mathematically verifiable results.
Fraoula Data Auditor
• Zero-egress processing (no data leaves RAM)
• Prevents silent pipeline corruption before commit
Data Intelligence Platform
• Unified ad spend, conversion, and ROAS sync
• Mathematical determinism across channels
Fraoula AI
• Hybrid vector & lexical enterprise search
• Multi-document synthesis with exact provenance
Fraoula Talent Intelligence
• Natural-language talent search and parsing
• Replaces subjective resume screening with data
Receive Your Free 15-Page Data Audit Report
Uncover silent schema drift, corrupted payload records, and attribution inaccuracies across your pipeline instantly.
Real-Time Data Quality & Anomaly Inspection
Continuous pipeline monitoring, schema drift detection, and automated audit scoring.
How Data Auditor & Data Intelligence Work
A simple 6-step automated pipeline built for data engineering & analytics teams.
Schema Discovery
Auto-detects SQL & cloud data warehouse schemas.
Telemetry Connection
Connects Snowflake, AWS, GCP, and Postgres seamlessly.
Real-Time Audit
Evaluates high-volume streaming payloads for schema drift and null-rate anomalies in real time.
Anomaly Isolation
Isolates corrupt records before downstream contamination.
Attribution Sync
Consolidates multi-channel ad spend & first-party ROAS.
Continuous Governance
Automated compliance logging with RAM-only privacy.
5 Reasons Engineering Teams Choose Fraoula
Designed to solve the bottleneck of silent data corruption and unverified marketing spend.
01. Real-Time Anomaly Detection
Detects schema drift, corrupted payload structures, and missing fields in real time before reports break.
02. RAM-Only Zero Data Retention
Processes sensitive health and financial telemetry in volatile RAM. Zero customer data stored on disk.
03. Cookie-Free Attribution
Consolidates multi-channel ad spend and customer journeys using server-side telemetry, with no third-party browser pixels in the data path.
04. Mathematical Determinism
Rule-based deterministic validation logic: audit scores are computed by explicit schema contracts, not probabilistic models, making each result independently reproducible and inspectable.
05. Seamless Telemetry Setup
Connects directly to Snowflake, Databricks, PostgreSQL, and AWS without rewriting data pipelines.
A Straightforward Working Process
A simple 4-step path to get your data validated and your pipelines running smoothly.
Initial Data Review
Run a free integrity check on your test schemas or staging data to uncover formatting errors and mismatched types.
Quick Connection
Connect Data Auditor or Data Intelligence directly with your databases or cloud storage with minimal setup.
Live Protection
Automated checks run quietly in the background, isolating bad records before they cause downtime or corrupted reports.
Direct Team Support
Work directly with our founders and core developers whenever you need help optimizing your data pipelines.
Engineering Solutions for Real Problems
Our team builds, tests, and supports software designed for reliable performance and practical business impact.
Connects to your existing stack
Platform names are trademarks of their respective owners. Fraoula integrates with these platforms via standard APIs; these are not formal reseller or co-marketing partnerships unless otherwise stated.
Ready to Build Enterprise AI Responsibly?
Start your free automated data quality audit today or consult our enterprise engineering team.
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