AI-Ready Data Stack

AI-Ready Data Stack← luceconsultant.com

← luceconsultant.com

90%

Data Invisible to AI

Phase Blueprint

10x

ROI Potential

Built With

Snowflake

Databricks

AWS

Azure

GCP

Kafka

dbt

Airflow

Snowflake

Databricks

AWS

Azure

GCP

Kafka

dbt

Airflow

Snowflake

Databricks

AWS

Azure

GCP

Kafka

dbt

Airflow

Snowflake

Databricks

AWS

Azure

GCP

Kafka

dbt

Airflow

The Problem

Most AI initiatives fail not because of bad models, but because 90% of enterprise data is invisible—trapped in PDFs, spreadsheets, and siloed systems that AI simply cannot access.

The Cost

Every month of inaction costs €50k–€150k in opportunity. Failed AI projects, wasted tools, delayed insights, and competitive advantage slipping away.

80%

Time Wasted

Teams spend 80% of their time cleaning, wrangling, and connecting data instead of generating insights.

Siloed

Data Trapped

Dashboards, PDFs, and spreadsheets block AI access. Your most valuable data is invisible.

$52B

AI Bubble

Enterprise AI spending that fails to deliver ROI because data foundations are broken.

The AI-Ready Blueprint

A proven methodology to transform your enterprise data into an AI-ready foundation.

Phase 1

Discover Invisible Data

Sources Layer Unlock

Phase 2

Structure Your Enterprise Data

Build Layer Activation

Phase 3

Activate Your AI Brain

Brain Layer Streaming

Phase 4

Launch AI-Powered Outputs

Outputs Layer Activation

4 Phasesto a board-ready roadmap

Track Record

I've spent 10+ years building the data infrastructure that powers multi-billion dollar companies. Now I help growth companies build the same enterprise-grade systems.

10+

Years

1B+

Events/day

3-4

Projects/year

Selected work

National Retail Chain

Anomaly Detection & MLOps

✓93% detection accuracy

✓38% faster ML deployment

View case study

Series B Fintech

Real-Time Fraud Detection

✓10M transactions/day

✓1.5s latency

View case study

Multi-National Retail

Data Mesh: 200+ Sources

✓12 countries

✓75% faster data access

View case study

Essential Information

CTOs, CIOs, and Heads of Data at mid-to-large enterprises (500+ employees) who are investing in AI but struggling with fragmented data, failed pilots, or unclear data ownership. If your AI initiatives are stalling, this is for you.

Let's Talk

Book a 20-minute diagnostic call. I'll show you exactly where the bottlenecks are in your stack.

In the call

01Your current data architecture and AI goals
02Where the hidden bottlenecks are
03Quick wins you can implement immediately
04Whether this audit is right for you

Book Your Diagnosticorabdelkader.bekhti@luceconsultant.com

20 minutesNo obligationConfidential