InsightsData
Data tips, client cases and BI trends for Moroccan and African decision-makers.
Corvya Real EstateProperty Management Software: Key Selection Criteria
Discover how to choose the right property management software in Morocco to automate your rent receipts and secure your rental income without unnecessary tools.
Data EngineeringRelational vs. NoSQL Databases: Making the Right Choice
How to choose between a relational or NoSQL database for your projects in Morocco. Comparative analysis and decision criteria for IT leaders.
Conseil DataAI Agents in Business: Fact vs. Fiction on Their True Value
Discover what AI agents in business can actually automate and the pitfalls threatening your business processes in Morocco.
Business IntelligencePL-300 Certification: Value, Cost, and Preparation
Discover the syllabus, cost, and our preparation plan to pass the PL-300 Power BI certification and boost your skills in Morocco.
Marketing DigitalGoogle Search Console SEO: Identifying the Real Topics
Discover how to use Google Search Console SEO to identify high-potential queries and drive qualified traffic in Morocco.
Data EngineeringStar Schema Modeling: Fast BI Reports
Discover how star schema modeling transforms your slow BI reports into instant decision-making tools for your teams in Morocco.
Conseil DataRAG Artificial Intelligence: AI on Your Documents
Discover RAG artificial intelligence to securely connect an AI assistant to your internal documents without the technical jargon.
Business IntelligenceBuild a Power BI Dashboard in One Hour
Discover how to build a Power BI dashboard in one hour to transform your Excel files into strategic steering indicators.
Marketing DigitalCalculating CAC and LTV to Drive Profitability
Discover how to calculate CAC and LTV in Morocco to optimize your marketing profitability and stop wasting your advertising budgets.
Data EngineeringPython for Data Analysis: Where to Start in Practice
Discover how to use Python for data analysis, automate your manual processes, and structure your first scripts with Pandas.
Conseil DataDifference between data analyst, data scientist, and data engineer
Discover the difference between a data analyst and a data scientist, and the role of the data engineer to effectively structure your data team in Morocco.
Business IntelligencePower BI vs. Excel: When to Stop Using the Spreadsheet
Discover whether to choose Power BI or Excel for your reporting and identify the warning signs that make switching to Business Intelligence a necessity.
Corvya Real EstateMorocco Real Estate Prices: Deciphering Public Data
How to analyze Morocco real estate prices using public sources. Deciphering indices from Casablanca to Marrakech for confident investing.
Data EngineeringETL vs ELT: How to Choose the Right Architecture
Discover the difference between ETL vs ELT to structure your data pipeline and make the right architectural choice in Morocco.
Conseil DataChatGPT in the Enterprise: Real-World Use Cases
Discover how to deploy ChatGPT within enterprises in Morocco to generate real productivity and avoid the pitfalls of unguided generative AI.
Business IntelligenceExcel Pivot Table: The Practical Guide
Discover how to master Excel pivot tables to analyze your data in just a few clicks and automate your business reports.
Marketing DigitalGoogle Analytics 4: The Complete Guide for Marketers
Discover our Google Analytics 4 guide to master your GA4 reports and events without complex technical skills.
Data Engineering8 Essential Beginner SQL Queries for Daily Business Operations
Discover the 8 essential beginner SQL queries to analyze your sales and marketing data independently, without waiting for IT support.
Conseil DataHow to Become a Data Analyst in Morocco in 2025
Discover how to become a data analyst in Morocco: training programs, key skills, market reality, and data analyst salary scales in 2025.
Business IntelligenceMastering DAX Functions in Power BI in Morocco
Discover the 10 essential DAX functions to structure your Power BI reports and optimize your financial analysis in Morocco.
Corvya Real EstateReal Estate Buyer Journey: From Click to Signature
Discover how to map the real estate buyer journey in Morocco to attribute each sale to the right advertising campaign.
Conseil DataEnterprise AI POC: Successfully Scaling Up
Discover how to evaluate an enterprise artificial intelligence POC and successfully scale it up to maximize your return on investment.
Marketing DigitalEmail Marketing Personalization: Go Beyond the First Name
Discover how email marketing personalization based on behavioral data outperforms the use of first names to engage your customers in Morocco.
Data EngineeringData Pipeline Orchestration: Which Tool to Choose?
Discover how to optimize your data pipeline orchestration in Morocco with the right choice of tools between Airflow, Dagster, and n8n.
Business IntelligencePower BI Import vs DirectQuery: Choosing the Right Mode
Discover how to choose between Power BI Import and DirectQuery modes to optimize the performance of your business intelligence reports in Morocco.
Corvya Real EstateReal Estate Sales Performance: Data-Driven Management
Optimize real estate sales performance in Morocco using CRM data to identify bottlenecks and boost your sales.
Conseil DataRecruiting a Data Analyst in Morocco: Profile and Salary
How do you recruit a data analyst in Morocco? Discover the profiles, real salary grids, and our method for evaluating your candidates.
Marketing DigitalWhatsApp Business ROI Morocco: Measuring the Real Return
Discover how to calculate your WhatsApp Business ROI in Morocco and link your conversational campaigns to your physical store revenue.
Data EngineeringERP Data Warehouse Integration: Sage and Odoo
Discover how to successfully integrate your ERP with a data warehouse for Sage and Odoo without slowing down production or distorting your management reports.
Business IntelligencePower BI Row Level Security: Segmenting by Subsidiary
Discover how to secure your reports using Power BI Row Level Security to segment data access by subsidiary without duplicating your files.
Corvya Real EstateUnsold Real Estate Inventory: Unlocking Units with Data
Discover how data identifies bottlenecks in unsold real estate inventory to accelerate the sales velocity of your development projects in Morocco.
Conseil DataLaw 09-08 Personal Data: Framing Compliance
Discover how to comply with Law 09-08 on personal data in Morocco to secure your BI and data projects without blocking your ingestion pipelines.
Marketing DigitalRFM Segmentation in Retail: Reactivating Your Dormant Customers
Discover how RFM segmentation in retail allows Moroccan brands to reactivate dormant customers through ultra-precise data targeting.
Business IntelligenceQuel est le vrai prix d'un projet Power BI au Maroc ?
Découvrez le coût réel d'un projet Power BI au Maroc. Analyse des tarifs, pièges de licences et coûts cachés pour un budget BI maîtrisé.
Data EngineeringCloud Data Costs: How to Stop the Explosion
Discover how to control your cloud data costs and optimize your BigQuery or Snowflake queries in the face of skyrocketing bills.
Corvya Real EstateAI Property Valuation in Morocco: Ensuring Price Reliability
Discover how AI-powered property valuation is structuring the Moroccan real estate market by delivering reliable property assessments despite a historical lack of transparency.
Business IntelligenceFrom Excel to Data Warehouse: Making the Leap for SMEs
Discover how to successfully transition from Excel to a data warehouse for your SME in Morocco and automate your reporting without business disruption.
Conseil Data90-Day Data Strategy: The Guide for Moroccan Mid-Caps
Discover how to structure a pragmatic 90-day data strategy and quickly generate value for your mid-cap company in Morocco.
Marketing DigitalMultichannel Marketing Attribution: Optimizing Retail
Discover how multichannel marketing attribution enables retailers in Morocco to connect online and offline journeys to maximize their ROI.
Data EngineeringCRM Customer Duplicates: How to Clean Your Databases
Discover how to eliminate CRM customer duplicates to optimize your campaigns and ensure reliable data analysis in Morocco.
Business IntelligencePower BI Self-Service: Avoiding Report Chaos
Discover how to structure self-service Power BI to prevent conflicting figures and establish effective data governance.
Corvya Real EstateReal Estate Preliminary Contract Tracking: Automate to Stop Losing Sales
Optimize your real estate preliminary contract tracking by replacing Excel with a seamless booking cycle automation using Corvya.
Conseil DataData Mesh vs. Data Lakehouse: Which Architecture to Choose?
Discover whether data mesh or data lakehouse is best suited for your Moroccan SME to structure your data architecture without over-engineering.
Marketing DigitalAI Automotive Lead Scoring to Boost Your Sales
Discover how AI automotive lead scoring helps dealerships in Morocco prioritize hot buyers and increase sales.
Data EngineeringCloud Data Migration in Morocco: Neon, BigQuery, or Snowflake
Succeed in your cloud data migration in Morocco: a pragmatic comparison of Neon, BigQuery, and Snowflake to modernize your decision-making infrastructure.
Business IntelligenceCFO Financial KPIs: Optimizing Your Dashboard
Discover how to structure your CFO financial KPIs and design a high-performance dashboard to optimize your cash flow management in Morocco.
Corvya Real EstateReal Estate Lead Follow-Up: Reactivating Your Prospects
Discover how to optimize real estate lead follow-up in Morocco using Reva AI to reactivate your dormant prospects without sales team effort.
Marketing DigitalCDP Morocco: Unifying Customer Data
Discover the impact of a Morocco CDP (Customer Data Platform) like mParticle or Segment to unify your customer data and boost your performance.
Marketing DigitalMulti-Touch Attribution in Morocco: Moving Beyond Last-Click
Discover how multi-touch attribution in Google Analytics 4 helps optimize your digital marketing investments in Morocco.
Business IntelligenceSelf-Service BI: Why 70% of Projects Fail
Discover why 70% of self-service BI projects fail in Morocco and how BI governance and adoption guarantee success.
Business IntelligenceData Warehouse Morocco: Snowflake vs BigQuery vs Redshift
Discover the comparison of data warehouses in Morocco (Snowflake, BigQuery, Redshift) to structure your 50 TB of data with an optimized budget.
Corvya Real EstateReva AI: Automating Real Estate Appointments in Morocco
Discover how Reva AI automates real estate appointment scheduling in Morocco to maximize your property viewings and never lose a qualified lead again.
Data EngineeringData Lake vs Data Warehouse Morocco: Making the Right Choice
Discover the comparison between data lakes and data warehouses in Morocco to effectively structure your company's data architecture and data storage.
Business IntelligenceBI Financial Reporting in Morocco: Automating Your Dashboards
Discover how a CFO in Morocco can automate their BI financial reporting to eliminate Excel and accelerate decision-making.
Data EngineeringCDC et Streaming : Kafka et Debezium au service du retail marocain
Découvrez comment Kafka et Debezium transforment la gestion des stocks en temps réel pour le retail marocain, optimisant la chaîne logistique.
Conseil DataStratégie Data en 90 Jours pour DG au Maroc
Découvrez notre roadmap éprouvée sur 90 jours pour définir et lancer une stratégie data efficace, conçue pour les DG au Maroc et testée chez nos clients.
Corvya Real Estate7 KPIs Clés pour un Tableau de Bord Ventes Immobilières au Maroc
Découvrez les 7 KPI immobilier essentiels pour piloter vos ventes au Maroc, optimisez votre stratégie avec un tableau de bord ventes Power BI immobilier.
Conseil DataÉquipe Data Interne ou Cabinet Conseil : Le Bon Choix au Maroc
Build vs Buy au Maroc : Analyser le coût total d'une équipe data interne face à l'externalisation via un cabinet conseil, pour une stratégie data efficace.
Data EngineeringLakehouse, Data Lake, Data Warehouse: Choisir au Maroc en 2026
Le Lakehouse s'impose au Maroc comme l'architecture data de demain. Pourquoi Marjane Holding l'a choisi face au Data Lake et Data Warehouse.
Corvya Real EstateReva AI: The AI Qualifying Real Estate Leads Overnight
Reva AI responds to your real estate leads 24/7 and qualifies them before your team even arrives at the office.
Corvya Real EstateCRM immobilier au Maroc : pourquoi Excel ne suffit plus
Les promoteurs marocains perdent des leads faute d'outils adaptés. Voici comment un CRM immobilier change la donne.
Conseil DataCDO au Maroc : le poste qui change tout
Le Chief Data Officer transforme la manière dont les entreprises marocaines pilotent leurs décisions. Pourquoi ce rôle est-il encore si rare ?
Marketing DigitalAnalytical vs Operational CRM: Moroccan Marketing Pitfalls
Operational and analytical CRMs serve completely different purposes. Understanding this distinction radically changes how you manage customers in Morocco.
Business IntelligencePower BI, Qlik ou Tableau : Quel Outil BI Choisir en 2026 au Maroc
Power BI, Qlik ou Tableau ? Ce comparatif concret aide les DSI et DAF marocains à choisir l'outil BI adapté à leur organisation et leur budget en 2026.
Conseil DataGouvernance Data au Maroc : Les 6 Erreurs qui Coûtent le Plus Cher aux Grandes Entreprises
La gouvernance data est le sujet le plus négligé des projets data au Maroc. Voici les 6 erreurs les plus coûteuses et comment les éviter concrètement.
Marketing DigitalRetail Media au Maroc : Comment la Data Transforme la Publicité en Grande Distribution
Le Retail Media s'impose au Maroc. Découvrez comment les enseignes de distribution utilisent la data pour monétiser leur audience et piloter leurs campagnes.
Data EngineeringWhy 70% of ETL Data Projects Fail Before Starting
ETL projects rarely fail for technical reasons. Discover the real causes and how to avoid them before spending another dirham.
Business IntelligenceCash Flow et Business Intelligence : Comment les Entreprises Marocaines Arrêtent d'Estimer et Commencent à Piloter
Découvrez comment les entreprises marocaines utilisent la BI pour piloter leur trésorerie en temps réel. Encaissé, encaissable, reste à encaisser.
Conseil DataHow to Measure the ROI of Your BI Projects in Morocco
How to calculate and demonstrate the return on investment of your Business Intelligence projects. A practical guide for Moroccan executives.
Data EngineeringData Engineering au Maroc : construire votre architecture data en 2025
Pipelines, entrepôts de données, Lakehouse : guide pratique du Data Engineering pour les entreprises marocaines qui veulent exploiter leur data.
Business IntelligenceGuide complet Business Intelligence au Maroc en 2025
Découvrez comment les entreprises marocaines exploitent la Business Intelligence pour piloter leur croissance. Outils, méthodes et cas concrets.