Turn Your Business Data Into Your Competitive Advantage.
From fragmented data sources to enterprise-ready analytics. We build scalable data pipelines, Microsoft Fabric platforms, intelligent applications, and executive dashboards that help organizations make faster, more confident decisions.
Your Business Generates Data. Is It Generating Intelligence?
Most organizations do not lack data. They struggle with fragmented systems, manual spreadsheets, delayed reports, and conflicting numbers that slow down executive decision-making.
The Burden of Disconnected Systems
Departments pull separate exports into disconnected spreadsheets. Leadership receives competing figures and waits weeks for monthly close summaries.
- Data scattered across ERP, CRM, finance, operations, and isolated spreadsheets
- Hundreds of hours lost to repetitive manual data extraction and VLOOKUP reconciliation
- Inconsistent KPI definitions across finance, sales, and supply chain teams
- Outdated reports forcing executive leadership to make retrospective, reactive decisions
- Fragile, unmonitored scripts that fail silently and require constant IT intervention
The Unified Enterprise Platform
All source systems feed into a governed Microsoft Fabric Lakehouse. Standardized semantic models deliver real-time, trusted intelligence to every stakeholder.
- Single logical data platform (OneLake) connecting all operational and cloud sources
- Fully automated, scheduled ingestion pipelines with proactive failure alerting
- Governed semantic models ensuring one single version of truth across the enterprise
- Sub-second Direct Lake Power BI dashboards and interactive custom applications
- Audited data lineage, row-level security, and governed compliance built-in from day one
One Partner. Your Entire Data Journey.
We take complete responsibility for your data lifecycle. From initial source discovery to enterprise Fabric deployment and continuous performance evolution. Hover any stage below to inspect deliverables.
Unified Enterprise Data Solutions
We don't build isolated charts. We engineer resilient data infrastructure, governed enterprise models, and intelligent business-facing applications.
Enterprise Data Engineering
Connect disparate ERP, CRM, and cloud systems. Automate data movement with high-throughput ingestion pipelines and Delta Lake medallion architecture.
Microsoft Fabric Implementation
Build a unified analytics platform using OneLake, Lakehouse, Warehouse, and Data Factory. Unify your compute, eliminate data duplication, and streamline governance.
Power BI & Business Intelligence
Develop responsive executive dashboards, enterprise semantic models, and automated KPI reporting that provide real-time visibility across all business units.
Custom Analytics Applications
Go beyond charts. Build business-facing applications that embed live operational metrics, allow entity drill-downs, and trigger automated enterprise workflows.
Data Governance & Quality
Establish enterprise trust in your numbers. Implement end-to-end data lineage, automated validation checks, and role-based access management.
AI-Ready Data Platforms
Prepare clean, governed data for machine learning models, predictive forecasting, natural language analytics, and Copilot intelligence.
Build Your Modern Data Foundation With Microsoft Fabric.
Microsoft Fabric brings data engineering, data integration, analytics warehousing, and business intelligence into one unified, serverless architecture. Hover any layer below to inspect its operational role.
Tailored Solutions for Leading Industries
Every vertical operates with distinct data structures, regulatory requirements, and operational KPIs. We build architectures tuned to your specific sector.
Hospitality & Hotels
Connect PMS, POS, channel managers, and banquet systems into real-time yield intelligence.
Healthcare & Hospitals
Unify EHR, HIS, billing, and lab records with strict HIPAA/DOH compliance and patient flow visibility.
Manufacturing
Integrate SCADA, MES, and ERP data streams to monitor production efficiency and prevent downtime.
Retail & FMCG
Merge POS, e-commerce, and warehouse data to optimize markdown strategies and stock allocation.
Logistics & Supply Chain
Aggregate telematics, WMS, and freight forwarding feeds into end-to-end shipment oversight.
Banking & Financial Services
Consolidate core banking, treasury, and loan origination records with strict audit traceability.
Real Estate & Property
Track lease expirations, rental collection schedules, and developer asset yields in unified views.
Oil & Gas
Monitor wellhead production metrics, refinery operational equipment, and field maintenance cycles.
Automotive & Distribution
Connect dealership management systems (DMS) to monitor vehicle turnover and parts utilization.
Technology Is Only Valuable When It Improves Business Outcomes.
We align every architectural decision with commercial objectives. The following qualitative improvements represent our core design goals across enterprise engagements.
Operational & Cultural Shift
Finance and operations staff transition from manual CSV extraction and spreadsheet stitching to strategic data analysis and process improvement.
All business units calculate revenue, margins, and operational costs using the exact same governed formulas defined in Fabric semantic models.
Instead of waiting until mid-month for retrospective reports, executives make informed choices based on real-time and daily automated data feeds.
Architectural & Financial Impact
OneLake stores a single copy of truth in open Delta Parquet format, removing costly multi-copy data lake and warehouse synchronization expenses.
Automated alerting detects data drift, pipeline latencies, and sudden operational anomalies before they affect board reports.
Clean, governed semantic data allows immediate adoption of Microsoft Fabric Copilot, Azure OpenAI, and predictive machine learning models.
* Note: Measurable quantitative results depend on the client's baseline data maturity, system architecture, implementation scope, and user adoption.
A Structured Approach to Enterprise Data Transformation.
We don't jump into dashboard building immediately. Every engagement starts with business requirements and data readiness, followed by disciplined architecture, testing, and knowledge transfer.
Discovery Workshop
Align with business sponsors, define executive goals, and document high-impact questions.
Data Assessment
Inspect source systems, audit data schemas, assess refresh latencies, and flag quality gaps.
Solution Design
Formulate Microsoft Fabric OneLake, Lakehouse, and semantic architecture blueprint.
Proof of Concept
Build a working vertical slice from source ingestion to live dashboard to validate performance.
Implementation
Develop robust ingestion pipelines, transformation notebooks, and star-schema models.
Testing & QA
Rigorous reconciliation against financial ledgers, stress testing, and security verification.
Enablement
Hands-on training sessions for departmental users, semantic documentation, and admin handover.
Continuous Tuning
Capacity compute monitoring, refresh speed tuning, and ongoing feature expansion.
Reference Architectures & Concept Demonstrations
Explore functional reference solutions engineered to solve complex operational challenges across global enterprise verticals.
Multi-Plant SCADA & SAP Ingestion via Microsoft Fabric
Challenge: Production telemetry was trapped in isolated plant historians while financial
orders lived in SAP, making true line OEE and scrap cost analysis impossible.
Architecture Approach: Deployed Fabric Data Factory with Kafka streaming ingestion into
OneLake Bronze Delta tables. PySpark notebook cleanses telemetry and joins against Gold ERP dimension
tables.
Outcome: Sub-minute equipment downtime visibility and automated daily scrap variance
scorecards.
Automated Omnichannel Inventory & Margin Intelligence
Challenge: 120+ retail store POS outlets and Shopify e-commerce feeds caused stockouts on
high-velocity SKUs and delayed markdown decisions.
Architecture Approach: Incremental CDC ingestion through Dataflows Gen2 into Fabric
Lakehouse. Curated semantic star-schema model with Direct Lake performance.
Outcome: Real-time store stockout risk alerting and governed margin analytics across
14,000+ SKUs.
Engineering Excellence Across Modern Data Stacks
We implement industry-standard enterprise technologies structured by purpose, ensuring maintainability, security, and open-format flexibility.
Microsoft Fabric Unified Platform
Microsoft Fabric, OneLake, Lakehouse, SQL Analytics Warehouse, Delta Lake format.
Pipelines & Transformation
Fabric Data Factory, Dataflows Gen2, PySpark notebooks, Apache Spark, SQL, REST APIs.
Modeling & Visualization
Power BI Service & Desktop, Direct Lake mode, DAX optimization, Paginated Reports.
Interactive Data Portals
React, TypeScript, Fabric REST APIs, secure token auth, embedded analytics portals.
Cloud Infrastructure
Microsoft Azure, Azure SQL, Blob Storage, enterprise network gateways, hybrid connectors.
Security & DevOps
Microsoft Purview, Row-Level Security, Fabric Git integration, automated testing & CI/CD.
Built Around Your Business. Engineered for Scale.
Why leading enterprises choose DAVIZ Solutions as their long-term data engineering and analytics transformation partner.
End-to-End Delivery
We manage the full pipeline—from raw ERP extraction to Fabric modeling, dashboards, and AI apps.
Business-First Design
Architectures designed around real operational KPIs and decision speed, not technical jargon.
Reusable Pipelines
Parameterized ingestion frameworks and automated alerting that minimize ongoing maintenance costs.
Governed Data Foundations
Zero conflicting spreadsheet numbers. One authoritative single-source-of-truth semantic model.
Scalable Architecture
Engineered on Microsoft Fabric and OneLake to seamlessly handle terabytes without performance degradation.
Applications Beyond BI
Custom business applications that embed operational data directly into department workflows.
Clear Documentation
Complete source data dictionaries, DAX measure catalogs, and user enablement handover.
Security & RLS by Design
Role-based access controls and row-level security configured to protect sensitive financial records.
Practical Measurable Value
Rapid delivery milestones that demonstrate tangible business value in weeks rather than quarters.
Insights & Architecture Guides
Technical articles, best practices, and implementation guides written by our enterprise data engineering and Microsoft Fabric architects.
Migrating Enterprise BI to Microsoft Fabric: Complete Architecture Guide
Step-by-step guidance on unifying Azure Synapse, Data Factory, and Power BI into OneLake with Direct Lake mode.
Medallion Architecture (Bronze, Silver, Gold) in Fabric OneLake
How to structure high-throughput Delta Lake tables, enforce schema validation, and optimize file compaction.
Direct Lake vs Import vs DirectQuery: Performance Benchmark
Comprehensive latency analysis comparing Direct Lake query speed against traditional Power BI dataset modes.
Let's Turn Your Data Into a Business Advantage.
Tell us about your data sources, reporting challenges, and business goals. We'll help you identify a practical path toward a more connected, reliable, and intelligent Microsoft Fabric data environment.