VahdetLabsFixed-scope data, reporting, and ML delivery
Start a scoped brief

KPI dashboard implementation example

Interactive data demo
An interactive implementation reference—not a SaaS subscription: preset mappings and hard row gates produce KPI cards, trends, breakdowns, optional deltas, and a rule-first “what changed?” so stakeholders see how a scoped Sheets or BI dashboard engagement would behave.

Commercial fit

Mirrors KPI Dashboard Package deliveries: one sanctioned surface, KPI dictionary clarity, repeatable refresh choreography, snapshots you can circulate before production hardening—all scoped per milestone.

Reference overview

An interactive implementation reference—not a SaaS subscription: preset mappings and hard row gates produce KPI cards, trends, breakdowns, optional deltas, and a rule-first “what changed?” so stakeholders see how a scoped Sheets or BI dashboard engagement would behave.

Handoff notes

Commercial delivery stays a written milestone—your workbook or BI artefact with your KPI dictionary and refresh rules. This public instance showcases interaction patterns only; snapshots export as ZIP for handoff discussion. No product login, SLA, or multi-tenant support—narrow MVP mirrors how fixed-scope KPI packages are constrained.

Repositories & demos

Public proof only—client deliverables stay under separate agreements.

Evidence idkpi-dashboard
Closest storefront packageKPI Dashboard Package

One workbook or BI report with KPI definitions in plain language, a repeatable refresh path, and checks so reviews focus on decisions—not arguing about the numerator.

Stack & keywords
  • Streamlit
  • Sales & marketing CSV
  • Mapping presets
  • Optional OpenAI
GitHubLive demo
Discuss a similar milestone
All interactive data demosServices storefront