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.
Built a centralised MS SQL Server data warehouse as the single source of truth consolidating all operational, clinical, and financial data from the client's existing practice management system Designed and delivered full historical ETL loading all available historical performance data into the data warehouse to enable trend analysis from day one Configured incremental ETL pipelines for ongoing automated data loading ensuring the data warehouse stays current as new facility, order, and c...
Conducted structured interviews with the bank's cybersecurity engineers to document requirements the engineers knew what reports were needed but lacked the skills to build them Audited all available security data in the bank's SharePoint intranet including incident logs, user activity records, network traffic patterns, and patch history covering three years of cybersecurity management Recommended Microsoft Power BI as the reporting platform given the bank's existing Microsoft environmen...
Audited and consolidated all Excel and flat files covering two full years of sales and production data into a single structured dataset Applied thorough data cleansing resolving inconsistencies in product codes, customer classifications, and date formats across all source files Built a unified pivot table model consolidating all revenue, product group, customer segment, and production volume data into a single analytics ready structure Validated the full dataset for completeness and a...
A web based tool installed on the application server (IIS) enabling sales and operations users to upload, view, and edit sales data files submitted by retail partners Roll back functionality allowing users to revert previously uploaded files when errors are identified Upload log visibility users can review the full history of all file uploads and identify any processing issues Manual trigger to initiate the processing of data from the Data Warehouse into OLAP cubes when required outsi...
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...
Assembled a five member team: Project Manager, Senior Business Analyst, Lead Data Engineer, Senior Data Engineer, and Senior DevOps Engineer. Explored all six source databases, existing data flows, and current reporting gaps. Elicited detailed requirements for sales analytics across all geographies. Confirmed Azure as the preferred stack aligned with the client's existing Microsoft subscriptions. Designed an end to end BI architecture covering ingestion, storage, transformation, and...
Conducted in depth discovery sessions with key stakeholders across finance, sales, operations, and e commerce to document current pain points, reporting requirements, and future analytics needs Performed reverse engineering of the legacy reporting system producing a full inventory of existing data sources, data flows, and transformation logic to inform the new architecture design Designed a scalable, cloud based five layer BI architecture data source layer, ingestion layer, data lake, d...
Versich assigned a business analyst, a solution architect, and two senior BI developers to the engagement. The project was structured in four phases from requirements gathering and architecture design through to report development, user training, and go live. Conducted structured workshops with stakeholders across sales, production, procurement, quality management, logistics, and finance to document reporting requirements for each department Reviewed all five existing source systems ERP, ...
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. Conducted structured interviews with research team leads, statisticians, and IT staff to document requirements for the centralized data system Audited all provided research files hundreds of Excel and CSV ...
Audited all existing testing result files (CSV tables) to understand data structure, volume, and format variations Identified structural differences across test types column counts, header row variations, and metadata fields Defined a standardised database schema covering tests metadata, test results, and calculated metrics (e.g. averages and standard deviations) Created setup file format templates reflecting the most frequent CSV structures to automate data distribution without manua...
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
