Power BI Case StudiesFrom executive compliance dashboards to multidimensional financial analytics, Versich has delivered 500+ Power BI reports across 40+ data sources, achieving 99% client satisfaction. See how organisations across industries turn complex, scattered data into clear, actionable Power BI solutions that drive faster, smarter decisions.
Centralized all operational, clinical, and financial data from the client's practice management system into a single MS SQL Server warehouse Loaded the full available historical record first, so trend analysis could start immediately rather than waiting months for data to accumulate Set up incremental pipelines to keep the warehouse current automatically as new facility, order, and clinical records come in Built validation checks into the load process to catch inconsistencies before t...
Started with the bank's own cybersecurity engineers, who knew exactly what they wanted but lacked the tooling and design skills to build it Audited three years of incident logs, activity records, traffic data, and patch history sitting in SharePoint Recommended Power BI given the bank's existing Microsoft environment, keeping integration simple and licensing costs low Built automated pipelines pulling data straight from SharePoint into Power BI, so reports stay current without manual ...
Pulled together every Excel and flat file covering two years of sales and production records into one structured dataset Cleaned up inconsistencies along the way mismatched product codes, inconsistent customer labels, varying date formats so everything could be compared on the same basis Built a single pivot table model bringing revenue, product line, customer type, and production volume together in one place Checked the consolidated dataset for completeness before any analysis began ...
Mapped the file formats and submission patterns used by each of the 12 retail partners to understand what the ingestion process needed to handle Designed a structure built around three core measures retailers actually report what's shipped into a store, what sells out to consumers, and what's left sitting on the shelf so every retailer's numbers could be compared on equal footing regardless of their original format Built a browser based portal, hosted on the company's own IIS server, wh...
Conducted structured discovery workshops with HR directors, regional operations managers, finance leads, and IT stakeholders to define reporting requirements across all business functions Audited all four source systems HRIS, payroll platform, field service management tool, and contract management system to assess data structure, field naming conventions, and data quality Identified key data discrepancies between systems including mismatched employee IDs, inconsistent job title abbrevia...
Put together a small, focused delivery team spanning project management, business analysis, data engineering, and DevOps Surveyed every regional database, the data flows feeding into them, and the gaps in the client's existing reporting Gathered detailed sales analytics requirements covering every region the client operates in Confirmed Azure as the right fit, building on the client's existing Microsoft footprint Laid out an end to end architecture covering ingestion, storage, trans...
Ran discovery sessions with stakeholders across finance, sales, operations, and e commerce to capture pain points and reporting needs Audited the legacy reporting setup end to end, mapping every existing data source and how data actually moved between systems, to inform the new architecture Designed a cloud based Azure architecture able to take in data from every existing source, store it centrally, and serve it back out through reporting Laid out a phased delivery plan covering effor...
Ran workshops across sales, production, procurement, quality, logistics, and finance to capture what each department actually needed visibility into Assessed all five existing systems for data quality and integration readiness Prioritized 25+ must have reports for initial delivery, with a longer term analytics roadmap behind them Designed a three tier Azure architecture ingestion, central warehousing, and reporting sized for the company's growth plans Stood up an Azure SQL Server w...
Versich assigned a business analyst, two data engineers, and a project manager to the engagement. The team worked closely with the university's research leads and statisticians to elicit requirements and design a solution that would serve both technical and non technical research staff. Ran structured interviews with research leads, statisticians, and university IT staff to scope requirements for the new system Audited the full file archive hundreds of Excel and CSV files spanning all 30 ...
Catalogued every CSV export currently produced across test types, noting column counts, header conventions, and metadata fields that varied from rig to rig Grouped the recurring file layouts into a small library of reusable templates, so new test types could be onboarded by matching against an existing pattern rather than custom coding each one from scratch Modeled the target database around three logical groupings test run details, raw measurement results, and derived statistics such a...
Assembled a dedicated project team Project Manager, Business Analyst, Data Engineer, Solution Architect, and DevOps Engineer. Ran discovery workshops and observation sessions with key stakeholders across all reporting departments. Mapped all eight data sources and documented the role each played across the 45+ existing reports. Identified root causes of KPI inconsistencies and data duplication across the reporting layer. Produced a solution vision document and full architecture de...
Conducted detailed stakeholder interviews across all business departments Audited existing SAP BW reports to document enhancement requirements for each Identified required visuals, filters, drill downs, and data exploration capabilities Mapped report requirements to business areas: finance, HR, CRM, service delivery, and parts distribution Reviewed SQL queries used in existing reporting and assessed reusability in Power BI Connected Power BI Desktop to SAP Business Warehouse v...
Integration of all disjoint data sources including the registered entities upload portal Multi source analysis to support informed decision making and proactive regulation Comprehensive financial analysis covering trend analysis, compliance checks, and multidimensional statements Custom dashboards and reports aligned to different user needs across departments Scheduled and ad hoc reporting capabilities Role based data access and permissions Data staging layer for extracting, transforming, and...
Data warehouse built on Microsoft SQL Server Full ETL pipeline developed using Python Data integrated from 40 disparate sources Data cleaning and merging for accuracy and consistency Analytical cube with 15 dimensions and 30 measures Income and operating expenses Net operating income and net profit Operating cash flow and change in cash Current and fixed assets Current and long term liabilities Balance Sheet Cash at end of period Current assets and liabilities Income and expenses Cash flow an...
We hired Versich to rebuild our analytics stack after an internal project stalled. They came in, assessed the situation quickly, and delivered production-ready Power BI dashboards within weeks. Their DAX knowledge and data modelling skills are exceptional.
Versich understood our finance workflows from day one. They built dashboards that connected directly to our ERP and gave our leadership team real-time visibility into cash flow, margins, and budget vs actuals. The quality of the work and the speed of delivery were both outstanding
Before Versich, our reporting was scattered across spreadsheets with no single source of truth. They built us a Power BI environment that connects our warehouse, finance, and sales data in one place. Our operations team now makes decisions in hours instead of days
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