End-to-End Data
& AI Excellence for Enterprises
& AI Excellence for Enterprises
See the Full Picture. Predict the Future.
From data governance to predictive analytics and AI—we help enterprises unlock the real value of their data
From data governance to predictive analytics and AI—we help enterprises unlock the real value of their data
- 10+Years on the Market
- 200+Delivered Enterprise Projects
- 350+Team Members
Compliance Ready: UAE PDPL • Saudi PDPL • DIFC • ADGM • GDPR-aligned • SAMA • NCA
Who we are
- A 350+ team of data scientists and engineers turning complexity into clarity.
Headquartered in the UAE, SoDa delivers scalable solutions worldwide. - We don’t chase AI trends. We deliver measurable results.
From foundational architecture and governed data layers to MLOps and GenAI. - Our experts come from the industries we serve — retail, logistics, manufacturing, oil & gas — and understand business challenges from the inside.
That’s how we turn AI into real outcomes.
Services
Expertise:
- Data maturity assessment
- Gap analysis & roadmap development
- Enterprise data architecture planning
Expertise:
- Data Warehouses (DWH)
- Data Lakes & Lakehouse
- Data Mesh & Data Fabric
- Real-time & streaming data processing
- Cloud & hybrid solutions (Azure, AWS, Google Cloud, Snowflake, etc.)
Expertise:
- Dashboard & reporting solutions (BI & Visualization)
- Descriptive Analytics
- Diagnostic Analytics
- Predictive Analytics
- Prescriptive Analytics
- Machine Learning
Expertise:
- Data Policies & Standards
- Roles & Responsibilities
- Data Quality Management
- Business Glossary and Data Catalog
- Metadata Management
- Data Security & Privacy
- Data Lifecycle Management
- Monitoring & Compliance
Expertise:
- Fundamentals – What is DG/DQ?
- Tools – Profiling, Cleansing, Metadata.
- Processes – Policies, Compliance.
- Culture – Change management, leadership buy-in
- Advanced – AI for DQ, data observability
Expertise:
- AI Ops & ML Ops
- Edge AI
- Responsible AI
- Generative AI
- Computer Vision
- Digital Twins
- Natural Language Processing (NLP)
- AI for Climate & Sustainability
- Quantum Machine Learning (?)
Key Differentiators
-
Multi-Cloud & Vendor-AgnosticAzure, AWS, GCP, Snowflake, Databricks, and more. - Open Source MasteryBuild flexible, cost-effective solutions with Kafka, ClickHouse, Airflow, PostgreSQL.
- AI-First ArchitectureLakehouse, Data Fabric & streaming data pipelines designed for advanced analytics.
- Governance & Compliance Built-InPDPL, GDPR, DIFC, ADGM, and sector-specific regulations.
- Enablement & TrainingWe transfer knowledge to ensure your teams stay in control.
- Scalability & PerformanceSolutions optimized for rapid growth and high performance when handling large volumes of data.
Technologies
Open Source Expertise
Agile, Vendor-Neutral Data Solutions
We build cost-efficient, flexible data platforms using proven Open Source technologies, freeing you from vendor lock-in while ensuring enterprise-grade performance:
We build cost-efficient, flexible data platforms using proven Open Source technologies, freeing you from vendor lock-in while ensuring enterprise-grade performance:
-
Data Engineering:Apache Spark, Airflow, dbt, Kafka - Storage & Processing:Iceberg, Delta Lake, PostgreSQL, ClickHouse
- BI & Analytics:Apache Superset, Metabase, JupyterHub
- ML/AI:MLflow, TensorFlow, PyTorch, LangChain
- Governance:DataHub, OpenMetadata, Great Expectations
- Security & Privacy:Apache Ranger, Data Masking Tools
Why pay for licenses when you can own your stack?