ENTERPRISE AI SOFTWARE BY FRAOULA

Automated Data Quality & Attribution Engine

Fraoula's Data Auditor scores your data architecture, estimates the annual dollar cost of pipeline fragmentation, and delivers a custom AI remediation blueprint — while Marketing Intelligence consolidates first-party attribution without third-party cookies.

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Instant AI Audit • No Credit Card Required • Results in 60 Seconds

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: Fragmented data across multiple warehouses and pipelines created recurring reconciliation failures and engineering downtime. Teams were spending 15+ hours per week firefighting data quality issues rather than building new capabilities.anual compliance prep.

Approach & Architecture: Used Fraoula Data Auditor to assess architecture, quantify leakage costs, and prioritise fixes. Blueprint recommendations guided the team to adopt dbt data contracts and automated pipeline testing, reducing firefighting hours by 70%.ta 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)

Data Architecture Assessment & Remediation Blueprint

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

Approach & Architecture: Used Fraoula Data Auditor self-assessment to score architecture and generate a prioritised remediation blueprint and real-time alerts.

RESULT & METRICS: • Architecture scored 58/100 — Developing tier
• 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

Score your data architecture, estimate annual leakage costs, and receive a custom AI remediation blueprint instantly.

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

AUTOMATED TELEMETRY WORKSTATION

Data Architecture Scoring & Leakage Estimation

Score your data architecture 0–100, quantify annual leakage costs, and receive a prioritised remediation blueprint specific to your stack.

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

Scores your architecture and estimates annual data leakage from your inputs.

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

AI-generated remediation blueprint tailored to your database stack and industry.

WHY FRAOULA?

5 Reasons Engineering Teams Choose Fraoula

Designed to solve the bottleneck of silent data corruption and unverified marketing spend.

01. Architecture Scoring

Answer five questions about your data infrastructure to receive a 0–100 architecture score and status tier.

02. Leakage Estimation

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

AI generates a custom remediation blueprint tailored to your specific database stack, industry, and team size.

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

Answer five questions about your data infrastructure and receive a scored architecture report with dollar leakage estimates in under 60 seconds.

STAGE 02 • WEEK 1

1-Line Telemetry Setup

Receive your full AI-generated remediation blueprint — prioritised fixes and tool recommendations specific to your data stack.

STAGE 03 • ONGOING

Real-Time Governance

Share your scored report with engineering and leadership to align on a data quality roadmap and track improvement over time.

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.

Data Privacy: Your inputs are used only to generate your report. No data is sold or shared with third parties.

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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