Summary

FAQs

• What problems does this solve?

  Better decisions with clean, reliable data; automated reporting; single source of truth; clear KPIs for Sales, Finance, Ops, HR.

• What stack do you use?

  Power BI, Excel/Google Sheets (Apps Script), ERP, APIs as needed,

• Do we need licenses?

  Yes—Power BI Pro/Premium (as applicable). No - For Power BI Desktop

• How fast can we see a prototype?

  Typically 1–2 weeks after kickoff (once data access is granted) for a clickable KPI preview.

• What do you need from us to start?

  Goals/KPIs, sample data or data access, system list (ERP/CRM/APIs), stakeholder contacts, and a point person for UAT.

• Can you work with messy or incomplete data?

  Yes. I profile quality, fix formats, handle missing values, and document assumptions/gaps for sign-off.

• How do you ensure data accuracy?

  Source-to-target mapping, reconciliation checks, unit tests, and UAT test cases with business owners before go-live.

• Will this connect to our ERP/CRM/APIs/Sheets?

  Yes - it will

• Who owns the IP and files?

  You do. All .pbix/.py/.ipynb, models, and docs are delivered in your repos/workspaces.

• Will this work on mobile?

  Yes—Power BI mobile-responsive layouts and PDF/Excel exports are included.