
Empowering Executive Leadership with Actionable Intelligence & Modern Data Pipelines
Executive dashboards, Power BI & Tableau visual storytelling, and high-performance ETL data warehousing.
We unify disparate databases, ERPs, and spreadsheets into a single source of truth, delivering real-time executive KPI visibility that turns data into profitable strategic decisions.
From Data Chaos to Strategic Clarity
Modern enterprises generate immense volumes of operational data across sales, logistics, finance, and customer service. However, when that data remains trapped in isolated silos and static spreadsheets, leadership teams are forced to operate on outdated intuition.
MH Tracon’s Data & Analytics practice builds robust modern data platforms. We engineer automated ETL/ELT pipelines, centralize data into modern cloud data warehouses, and design intuitive, role-based executive dashboards in Power BI and Tableau that provide instant clarity at a glance.
Challenges We Resolve
Eliminating operational friction, technical debt, and revenue bottlenecks with targeted engineering interventions.
Siloed & Inconsistent Data Sources
Automated data ingestion pipelines that clean, normalize, and merge fragmented data into a centralized data warehouse.
Painful Manual Reporting Drudgery
Scheduled automated report delivery to executive inboxes and Slack/Teams channels, eliminating days of spreadsheet compiling.
Lack of Real-Time KPI Visibility
Interactive executive dashboards updating automatically with live operational, financial, and supply chain health metrics.
Inability to Anticipate Trends
Forward-looking predictive analytics and statistical modeling that identify revenue opportunities and inventory risks early.
Comprehensive Service Offerings
End-to-end capabilities covering every stage of deployment, optimization, and lifecycle maintenance.
Business Intelligence Strategy
Comprehensive data roadmap, KPI definitions, and governance planning.
- Enterprise data maturity & readiness audits
- Core KPI framework and metrics catalog definition
- Data governance, security & compliance policies
- Self-service BI enablement and user training
Executive Dashboards
Clean, role-based visual command centers for C-suite and department heads.
- C-Suite financial and operational overview consoles
- Sales, pipeline, and customer acquisition telemetry
- Supply chain, logistics, and inventory velocity dashboards
- Mobile-optimized executive KPI views
Power BI & Tableau Solutions
Expert development of enterprise visual reports and data models.
- Advanced DAX calculations and data modeling in Power BI
- Interactive Tableau visual storytelling and parameter controls
- Row-Level Security (RLS) configuration for branch segmentation
- White-labeled embedded analytics for client-facing portals
Data Engineering & Warehousing
Architecting scalable data infrastructure from ingestion to storage.
- Modern ELT/ETL pipelines (Airflow, dbt, Fivetran)
- Cloud data warehousing (BigQuery, Snowflake, Redshift)
- Data lakehouse architectures and schema mapping
- Automated data quality checks and anomaly alerts
Key Technical Capabilities
The tools, engineering standards, and infrastructure that power our reliable execution.
Enterprise Data Modeling
Star-schema, snowflake schema, and Data Vault 2.0 architectures designed for blazing fast queries.
Power BI & Tableau Mastery
Certified data visualizers crafting high-aesthetic, intuitive dashboards that executives actually enjoy using.
Data Lakehouse Orchestration
Ingesting terabytes of structured and semi-structured data with low compute overhead.
Predictive Modeling
Applying Python, R, and SQL-based machine learning for cohort analysis, regression, and forecasting.
Real-World Use Cases
Explore how this practice solves tangible business challenges across Saudi industries.
Multi-Branch Retail Executive BI Dashboard
Consolidated sales and inventory data across 28 retail stores into a unified Power BI command center with automated nightly syncs.
Real-Time Fleet & Logistics Operations Telemetry
Streamed GPS, delivery timestamps, and fuel telemetry into BigQuery with live interactive Tableau operational boards.
Financial Health & Cash Flow Forecasting
Integrated banking feeds, ERP receivables, and payroll data into a predictive cash flow forecasting dashboard with scenario simulation.
Who Is This Service Engineered For?
Our Delivery Approach
A transparent, phased delivery process designed for total accountability from kickoff to continuous evolution.
Data Source Audit & KPI Mapping
We catalog all operational databases, APIs, and reports to define business metrics.
Data Architecture & Warehouse Design
We design the target cloud data warehouse schemas and security controls.
Automated ETL Pipeline Engineering
We build resilient ingestion scripts that clean, deduplicate, and load data continuously.
Dashboard Prototyping & Wireframing
We co-design dashboard mockups with stakeholders to ensure optimal user experience.
Security & Row-Level Access Setup
We establish granular permissions ensuring managers only see authorized branch data.
Training, Handover & Ongoing Evolution
We deliver comprehensive user training, documentation, and continuous report tuning.
Why Partner with Us for Data & Analytics
Business-First Data Translation
We don’t just build charts; we understand business P&Ls, supply chain mechanics, and what metrics move the needle.
High Visual Polish
Our dashboards are designed following strict UX principles — uncluttered, high-contrast, and intuitive for busy executives.
Robust Data Engineering Foundations
We solve the underlying data pipeline problems so your numbers are never inconsistent or delayed.
Local & Cloud Expertise
Deep experience deploying on Google Cloud, AWS, and Azure with full Saudi regulatory data compliance.
Related Digital Services
Software Engineering & Development
We build robust, scalable software products and applications customized to your business requirements — from web & mobile to complex enterprise platforms.
AI & Intelligent Automation
Harness artificial intelligence, custom generative copilots, RAG knowledge assistants, and autonomous agent orchestration to automate complex workflows.
Cloud & Platform Services
Migrate, manage, and optimize your cloud infrastructure on AWS, Azure, and Google Cloud with DevOps automation, cost optimization, and SLAs.
Forward Deployed Engineering
Embed elite technology consultants and automation engineers directly inside your organization to accelerate digital transformation from within.
Frequently Asked Questions
Everything you need to know about our Data & Analytics practice.

Ready to Elevate Your Data & Analytics?
Speak with our senior software architects and technology consultants in Riyadh to craft a tailored solution for your organization.