For teams who need decisions, not just reporting
Dashboards, insight extraction and quantified recommendations.
Use the Project Complexity Questionnaire to turn your business problem into a clear delivery plan: what will be built, what prerequisites are required and what the timeline risk drivers are.
Works with Excel/CSV, JSON, local DB, cloud DB
Retail / e-commerce, SaaS, manufacturing
Clear deliverables + change control
What you get
● Single dashboard or a management view across teams
● Insight extraction with “so what” explanations
● Quantified recommendations (optional, with € impact)
● ETL / data preparation to keep reporting reliable
Who this is for
YOU ARE DEALING WITH
● KPIs that are unclear or disputed
● Data that exists but is messy or hard to access
● Reporting that takes too long and isn’t trusted
● Decisions made from Excel exports and gut feel
Services
Choose a delivery track.
ETL / Data preparation
Connect sources, clean data and validate KPIs.
Dashboard creation
Decision-first dashboards: KPI cards, drilldowns, variance bridges and executive views.
Insights & recommendations
Turn charts into actions. Optionally attach € impact with scenarios and assumptions.
Predictive analytics
Forecasting or optimization when descriptive and diagnostic views are not enough.
Sample projects
Sales analysis using SQL
Database schema creation using SQL
Customer segmentation analysis using SQL
Sales Performance Analysis with Tableau (DZV)
Assess the performance of a SaaS business
Assess the engagement health of an E-commerce website
Retail: End-to-End Analysis
SaaS: End-to-End Analysis
E-commerce: End-to-End Analysis
Certifications
How the service works
Delivery principles
● Start from the business question and success metric
● Lock KPI definitions early to avoid rework
● Validate data quality before trusting results
● Use revision rounds and change control to keep scope predictable
Industry playbooks
Choose your industry to see typical KPIs, dashboards and predictive pilots.
Retail / E-commerce: Merchandising + Margin Control
Understand what drives sales, margin, promos, inventory availability and customer retention.
● Dashboards: Executive overview, Sales & Margin Drivers, Inventory Health, Customer & Funnel
● Key metrics: Net Sales, GM%, Profit, AOV, Conversion, Returns, Stockout rate, Promo ROI
● Predictive pilot: demand forecast OR stockout risk signals OR promo uplift (depending on data)
SaaS: MRR + Retention Decision System
Align Finance and Growth with an auditable MRR bridge, cohorts and playbooks.
● Dashboards: SaaS overview, MRR bridge, Retention & Activation cohorts, Pipeline & Growth
● Key metrics: ARR/MRR, NRR, Gross/Logo churn, ARPA, CAC/LTV, payback, activation rate
● Predictive pilot: churn risk scoring OR expansion propensity OR ARR forecast
Manufacturing: OEE + Cost Variance Cockpit
Link operational drivers (downtime, yield, scrap) to unit cost and service levels.
● Dashboards: Exec ops overview, Downtime & Bottlenecks, Quality & Yield, Cost & Variance
● Key metrics: OEE, throughput, yield, scrap%, downtime, OTIF, cost/unit, variance drivers
● Predictive pilot: anomaly detection OR downtime risk OR maintenance signals (if logs/sensors exist)
FAQ
Common questions before you buy analytics.
How much does the service cost? How long does it take?
It depends. This is why we need you to answer the Project Complexity Questionnaire in order to give us a clear picture of your needs and the time needed to accomplish the objective. E.g. a project with low to medium complexity takes us about 10 working days to deliver.
What happens after I submit the questionnaire?
Follows a discovery session which is a quick chat to understand better your goals and needs. Then, you receive a scoped route: delivery track, any mandatory pre-work (KPI clarity, access readiness, data cleanup).
What do you need from us to start?
Completed questionnaire, a named contact and access to the required data sources.
What data access do you need?
Read-only access is preferred. If access is not possible initially, exports work as a bridge (CSV/Excel).
Do you work with Excel/CSV-only businesses?
Yes. We can build repeatable file pipelines and a refresh process that reduces manual work and improves trust in the numbers.
Can you include quantified recommendations with € impact?
Yes. This is optional and adds scenario modeling (best/base/worst) and an assumptions log for transparency.
What if we expect many revisions or scope changes?
We use defined revision rounds and a change-control approach to keep delivery predictable and avoid endless rework.
Which tools do you support?
Tooling is flexible (Tableau, Power BI, Excel, SQL, Python etc.). If you already have one, we build there. If not, we recommend based on your stack and users.