ENTERPRISE AI SOFTWARE BY FRAOULA

Automated Data Quality & Attribution Engine

Fraoula's Data Auditor catches schema drift before data warehouse ingestion, while Marketing Intelligence consolidates first-party attribution telemetry - empowering Fintech & Healthtech teams to eliminate pipeline downtime.

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Instant AI Audit • No Credit Card Required • Seamless Telemetry Integration

Fraoula enterprise executive AI strategy team collaborating in modern office

What Does Fraoula Build?

Fraoula builds enterprise AI software designed to turn complex data into autonomous execution. Our live products serve global enterprises, with deep optimization and compliance prioritized for Fintech and Healthtech. All three enterprise products are live in production today.

Fraoula AI

Conversational AI & deep research search engine for verified knowledge discovery and complex reasoning across enterprise data.

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Data Auditor

Scans, verifies, and flags data anomalies across your infrastructure before corrupt records enter production pipelines.

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Marketing Intelligence Platform

Turns marketing data into real-time, AI-driven decisions - built for enterprise growth teams and server-to-server attribution.

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PRODUCT CASE STUDIES & BENCHMARKS

Real Outcomes. Zero Exaggeration.

How data engineering teams use Fraoula software to eliminate pipeline downtime and verify attribution telemetry. Client details are anonymized.

ANONYMIZED CLIENT CASE

REGIONAL FINTECH INSTITUTION (2.4M ACCOUNTS)

Reduced Compliance Audit Preparation Time by 82%

Problem: Silent schema drift in transactional payload pipelines caused 18+ hours of weekend pipeline downtime and manual compliance prep.

Approach & Architecture: Deployed Fraoula Data Auditor for real-time RAM-only schema drift validation before data warehouse ingestion.

RESULT & METRICS: • 82% reduction in compliance audit prep time
• 0 weekend pipeline incidents over 6 months
• $420,000 annual engineering cost savings

ANONYMIZED CLIENT CASE

DIRECT-TO-CONSUMER FINTECH PLATFORM ($85M AD SPEND)

Attribution Accuracy Improved from 63% to 91%

Problem: Third-party cookie deprecation created a 35% discrepancy in CAC and ROAS metrics across 8 ad channels.

Approach & Architecture: Implemented Fraoula Marketing Intelligence server-side telemetry to consolidate multi-touch customer journeys without cookies.

RESULT & METRICS: • Attribution accuracy increased from 63% to 91%
• Eliminated 14% wasted ad spend on misattributed channels
• 100% first-party server telemetry compliance

ANONYMIZED CLIENT CASE

MULTI-STATE HEALTHTECH PROVIDER (450,000 PATIENT RECORDS)

Real-Time Anomaly Detection with Zero Disk Retention

Problem: Strict patient data privacy required validating data pipeline telemetry without storing unencrypted payloads on disk.

Approach & Architecture: Utilized Fraoula's RAM-only volatile execution engine for ephemeral anomaly inspection and real-time alerts.

RESULT & METRICS: • Real-time anomaly detection (validated in-memory)
• 100% ephemeral RAM processing (zero disk retention)
• 40+ engineering hours saved weekly on data verification

FREE TECHNICAL REPORT

Receive Your Free 15-Page Data Audit Report

Uncover silent schema drift, corrupted payload records, and attribution inaccuracies across your pipeline instantly.

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Instant Automated Scan • Zero Disk Storage • No Credit Card Required

AUTOMATED TELEMETRY WORKSTATION

Real-Time Data Quality & Anomaly Inspection

Continuous pipeline monitoring, schema drift detection, and automated audit scoring.

Fraoula AI model evaluation and data auditor workstation dashboard

AUTOMATED PRODUCT WORKFLOW

How Data Auditor & Marketing Intelligence Work

A simple 6-step automated pipeline built for data engineering & analytics teams.

STEP 01

Schema Discovery

Auto-detects SQL & cloud data warehouse schemas.

STEP 02

Telemetry Connection

Connects Snowflake, AWS, GCP, and Postgres seamlessly.

STEP 03

Real-Time Audit

Evaluates 1M+ rows/sec for schema drift and nulls.

STEP 04

Anomaly Isolation

Isolates corrupt records before downstream contamination.

STEP 05

Attribution Sync

Consolidates multi-channel ad spend & first-party ROAS.

STEP 06

Continuous Governance

Automated compliance logging with RAM-only privacy.

WHY FRAOULA?

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 100% first-party server telemetry.

04. Mathematical Determinism

Strict validation logic ensuring 100% verifiable data audit scores with zero LLM hallucination risk.

05. Seamless Telemetry Setup

Connects directly to Snowflake, Databricks, PostgreSQL, and AWS without rewriting data pipelines.

ENGAGEMENT MODEL

How We Work with Engineering Teams

A transparent 4-stage process built for rapid deployment and measurable ROI.

STAGE 01 • DAY 1

Automated Audit

Run a free 15-page Data Audit Report on your SQL database or cloud warehouse to uncover schema anomalies.

STAGE 02 • WEEK 1

1-Line Telemetry Setup

Connect Data Auditor or Marketing Intelligence directly into Snowflake, AWS, GCP, or Postgres seamlessly.

STAGE 03 • ONGOING

Real-Time Governance

Real-time anomaly isolation, RAM-only execution, and automated attribution sync running continuously.

STAGE 04 • ONGOING

Founder & Dev Support

Direct channel access to our founder & lead architects for custom pipeline optimization.

GLOBAL EXECUTION

Human-Centric Enterprise AI Engineering

Our multidisciplinary team of data engineers, AI researchers, and domain experts collaborate across North America, Europe, and Asia to build, audit, and support enterprise-grade AI software 24/7.

Fraoula global AI product engineering and leadership team

Follow-the-Sun Engineering: Continuous development and enterprise support.

Zero-Trust AI Compliance: Dedicated security & RAM-only audit readiness.

Direct Product Support: Real engineers supporting real enterprise deployments.

PARTNERS & ECOSYSTEM

We build with best-in-class platforms

Microsoft Intel Snowflake Databricks AWS Google Cloud

Ready to Build Enterprise AI Responsibly?

Start your free automated data quality audit today or consult our enterprise engineering team.

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