A disciplined six-stage delivery framework connecting executive discovery, resilient data engineering, Microsoft Fabric architecture, Power BI dashboards, and continuous platform optimization.
Rigorous Stage GatesMeasurable Value DeliveryComplete Knowledge Handover
6 StagesOne cohesive lifecycle from business discovery to ongoing platform optimization.
< 6 WeeksTime-to-first-value with validated production pipelines and executive scorecards.
Stage GatesZero budget surprises: formal deliverables and sign-offs at each milestone.
100% TeamComplete operational runbooks, user training, and developer handover included.
A Controlled Delivery Framework
Keep business outcomes and technical engineering in the same room.
Data initiatives fail when business discovery, data engineering, visual dashboard development, and platform security operate in disconnected silos. Deliverables get delayed, requirements get misunderstood, and the end product fails to drive adoption.
At DAVIZ Solutions, we execute through an agile, stage-gated delivery methodology. Business leaders, cloud architects, and data engineers collaborate within a shared backlog. Every deliverable is tested against real business data and reviewed with operational stakeholders before moving to the next stage.
Every milestone has clear acceptance criteria, security reviews, and stakeholder demonstrations. You approve tangible outputs at each stage before technical commitments expand.
We do not build technology for technology's sake. Every user story and pipeline is linked directly to a specific operational decision, executive KPI, or measurable cost saving.
Our senior architects work alongside your internal developers and analysts. We share code repositories, pair-program during sprints, and upskill your personnel throughout delivery.
We reconcile analytical outputs against transactional source ledgers row-by-row. User acceptance testing ensures that managers trust the dashboard calculations completely.
We stand behind our implementations. Our post-launch services provide 24/7 proactive monitoring, Microsoft Fabric capacity smoothing, DAX performance tuning, and continuous enhancements.
Delivery Framework
A Proven Path From Complexity to Continuous Business Value.
A disciplined 6-stage delivery lifecycle. Each stage produces concrete, audited deliverables that eliminate delivery risk and accelerate organizational adoption.
Stage 01: Discover & Assess
Aligning Strategy & Data Feasibility
We begin by uncovering the critical decisions, reporting bottlenecks, and operational pain points across your business. We audit current data estates, interview key stakeholders, evaluate data cleanliness, and establish a prioritized delivery backlog with quantified ROI targets.
We configure secure connectivity to your ERP, CRM, databases, and third-party APIs. Using log-based Change Data Capture (CDC), scheduled pipelines, and OneLake Shortcuts, data lands into Bronze storage without placing heavy query loads on transactional production systems.
We construct distributed PySpark pipelines that clean dirty records, standardize date/currency formats, deduplicate customer entities, and enforce business rules. Records violating data contracts are diverted to quarantine tables while clean data flows into conformed Silver layers.
We establish your production data platform: Microsoft Fabric tenant settings, workspace domains, Lakehouse and Warehouse architectures, Microsoft Purview cataloging, and automated Azure DevOps Git CI/CD deployment pipelines with dev/test/prod environment isolation.
We build certified Direct Lake semantic models with high-speed VertiPaq memory caching. Our design team creates responsive Power BI reports with clear information hierarchies, mobile layouts, row-level security, and paginated compliance exports that drive daily operational actions.
Delivery does not end at deployment. We conduct user enablement workshops, configure 24/7 automated pipeline monitoring in Teams, optimize Fabric capacity smoothing to reduce cloud bills, integrate Fabric Copilot, and provide ongoing enhancement support under a guaranteed SLA.
Start with the stage that matters most to your business.
Book a confidential architecture session with our UAE practice leaders. We will assess your current position and present an actionable delivery roadmap.
No. While our framework encompasses the entire lifecycle, we regularly engage at specific stages based on your immediate needs. For example, some enterprises engage us solely for Stage 1 (Advisory & Sizing) or Stage 4 (Fabric Lakehouse Engineering), while others partner with us for end-to-end execution from Stage 1 through Stage 6.
We work in close partnership with internal teams rather than acting as a detached vendor. We integrate into your enterprise communication channels (Teams / Slack), participate in standups, share Git repositories, and conduct regular knowledge transfer sessions so your internal team gains full mastery over the codebase.
We use an agile backlog approach. When new requirements or scope modifications arise during delivery, we assess their business value, technical dependencies, and estimated effort. We then prioritize them transparently within the backlog alongside existing deliverables, ensuring no unexpected budget increases occur.
Every implementation includes comprehensive documentation: architecture topology diagrams, data dictionary and catalog entries in Microsoft Purview, pipeline operational runbooks, disaster recovery procedures, DAX measure documentation, and recorded training videos for end users.
Under our Managed Platform SLA, we provide guaranteed 15-minute emergency response times for critical production pipeline failures, continuous automated telemetry monitoring, monthly capacity smoothing reviews, and dedicated senior engineers based in the UAE.
Yes. DAVIZ Solutions is based in Dubai, United Arab Emirates. Our team provides both on-site discovery workshops, executive presentations, and sprint reviews across the UAE and Saudi Arabia, combined with secure remote engineering delivery.
