Connecting What Matters
Strong architecture is invisible when it’s working well—but critical when it’s not. We design systems that connect the dots behind the scenes, so your data is where you need it, when you need it—without the headaches.
🔧 Modern Data Architecture Design
Whether you're evolving legacy infrastructure or starting from scratch, we help define a structure that fits your business today and can scale tomorrow.
✔ Cloud-native and hybrid architectures
✔ Scalable frameworks aligned with performance goals
✔ Built with flexibility for future integration
🔗 System Integration & Connectivity
We connect platforms, databases, and third-party tools to create a single, reliable source of truth—no matter where your data lives.
✔ Cross-system communication across ERP, CRM, cloud, and more
✔ Real-time and batch integration strategies
✔ Reduced friction between teams and tools
🧱 Data Modeling & Source Structuring
A great analytics tool is only as strong as the model beneath it. We define data relationships and logic that make downstream use simple, fast, and reliable.
✔ Logical and physical modeling for reporting and transformation
✔ Structured layers for governance and scalability
✔ Purpose-built data marts and semantic layers
Strong modeling supports strong governance—explore our Data Governance approach.
⚙️ Pipeline Design & Workflow Automation
We help architect repeatable, reliable pipelines that reduce manual work and improve data flow—from ingestion to insight.
✔ ETL/ELT pipeline design and automation
✔ Support for real-time or scheduled data movement
✔ Monitoring and alerting for data workflow health
Looking to streamline movement between systems? Learn more about our Data Migration services.

Who we work with
Affari partners with businesses across multiple industries to create visualization solutions that drive results. Whether you’re in manufacturing, distribution, retail, CPG, health & wellness, or construction, our expertise ensures that your data is more than just numbers—it’s a strategic advantage. Explore how we transform data across industries.