The data practice behind the software practice.
For 4+ years, Affari's core work has been data warehouses and front-end BI dashboards in Qlik and Power BI. That practice continues as one engagement continuum — visualize what you have, architect what's underneath, govern what you trust, and migrate what's next. Start anywhere; the disciplines connect.
Dashboards that drive decisions, not just display data.
Interactive, decision-ready reporting in Qlik and Power BI — built so the right people see not just what's happening, but why it matters and what to do next.
Interactive dashboards
Dynamic KPI tracking for leadership, operational reporting for teams, and drill-down from trend to transaction.
Automated reporting
Scheduled, consistent reporting that ends manual data compilation and spreadsheet drift.
Data storytelling
Custom visualizations tailored to how your teams actually think and work.
Source connectivity
Live connections across CRMs, ERPs, and cloud databases — one picture from many systems.
The structure underneath, built to scale.
Architecture isn't where data lives — it's how well it works when it matters. We design connected frameworks that support performance today and adapt for what's next.
Architecture design
Cloud-native, on-premises, or hybrid — structured for your business today with room to grow.
System integration
ERP, CRM, cloud, and third-party tools connected into a single reliable source of truth.
Data modeling
Logical and physical models, purpose-built data marts, and semantic layers that make reporting fast and simple.
Pipeline automation
ETL/ELT design with monitoring and alerting — repeatable flows from ingestion to insight.
Guardrails that don't slow anyone down.
Governance is clarity and confidence in how data is used — lightweight structures that keep reporting aligned, users empowered, and data trusted across Qlik and Power BI.
Stewardship & ownership
Clear, role-based accountability — who owns what, and what that ownership means in practice.
Access & policy
Tiered, audit-ready permissioning aligned with regulatory and internal standards.
Quality & validation
Validation rules, anomaly monitoring, and remediation workflows tied to root causes.
Metadata & lineage
Source-to-report traceability for audit, debugging, and trust in every number.
Moving is a chance to improve.
We treat migration as an opportunity — not just relocating data, but restructuring it for better reporting and stronger decisions on the other side. Field-level mapping to system cutover, with history intact.
Mapping & validation
Documented logic for every data movement, with built-in validation for accuracy and consistency.
Any environment
Qlik, Power BI, SQL Server, Snowflake, and more — phased transitions or full cutovers, downtime minimized.
Cleanup & optimization
Schema redesign, de-duplication, archiving, and standardization while the data is in motion.
Ongoing sync
Automated ETL/ELT pipelines with alerting, for teams that move data on a schedule.
Talk data with people who live in it.
Tell us where your data hurts — we'll tell you honestly what it takes to fix.
Let's Talk