Case Studies
Demonstration Projects and Real Engagements
Where we have permission we share real results. Until then, we show clearly labelled demonstration projects that illustrate our approach.
Featured Projects
Demonstration Project
STC Apparel Brand
E-commerce · Shopify
- Challenge: Reporting across Shopify, ad and spreadsheet data was slow and inconsistent.
- Existing process: Manual weekly reports built from exports.
- Solution: A Python ETL pipeline feeding a SQL database and Power BI dashboard.
- Architecture: Shopify + spreadsheets → Python → SQL → Power BI.
- Implementation: Data audit, pipeline build, dashboard design, scheduled refresh.
BeforeManual weekly reporting.
AfterAutomated reporting with a single view of performance.
Business result: Less manual effort and more consistent numbers (to be measured in a real engagement).
Client quote: none. This is a demonstration scenario, not client work.
Demonstration Project
Regional Accounting Firm
Professional Services
- Challenge: Client onboarding required repeated manual data entry and email chasing.
- Existing process: Details re-typed into several systems.
- Solution: A workflow automation for client onboarding, reminders and reporting.
- Architecture: Web form → CRM → automation layer → reporting dashboard.
- Implementation: Process mapping, workflow build, integration and testing.
BeforeManual data entry and reminders.
AfterAutomated onboarding with consistent follow-ups.
Business result: Faster onboarding and fewer missed steps (to be measured in a real engagement).
Client quote: none. This is a demonstration scenario, not client work.
Your project could be next
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