Data analytics & AI

Data analytics — decide on data, not gut feeling

Predictive models, automated reports and visual dashboards. I turn your data into strategic decisions — not just pretty charts.

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What I offer

You have the data. The question is whether you're getting the most out of it. AI analytics reveals patterns and trends the human eye misses.

Predictive models

Forecasting sales, customer churn, demand or cash flow. The AI model learns from your historical data and predicts what's coming.

Automated reports

Daily, weekly or monthly reports build and send themselves. No manual Excel copy-pasting — data flows automatically.

Visual dashboards

Interactive dashboards with key metrics in real time. For management, sales, marketing or operations.

Anomaly detection

AI watches your metrics and flags unusual values — a drop in orders, a spike in complaints, a cost swing. Before you'd notice yourself.

Customer segmentation

AI groups customers by behaviour, value and potential. Targeted communication instead of mass e-mails = higher conversion.

Market analysis

Competitor monitoring, price trends, market opportunities. Public-source data processed by AI into clear insights.

Who data analytics is for

E-commerce & retail

Demand forecasting, stock optimisation, customer behaviour analysis, personalised offers. Data-driven revenue growth.

SaaS & tech companies

Churn prediction, product analytics, cohort analysis, MRR forecasting. The metrics investors and boards want to see.

Manufacturing & logistics

Predictive machine maintenance, supply chain optimisation, quality control. Less downtime, lower costs.

Financial services

Client scoring, fraud detection, risk analysis, regulatory reporting. Precise data for precise decisions.

What you get

The technical solution

  • A data pipeline (collection, cleaning, transformation)
  • Predictive ML models trained on your data
  • Interactive dashboards (Metabase, Looker or custom)
  • Automated reports with distribution
  • An API to connect your systems

The results

  • Decisions based on data instead of intuition
  • Predictions with 80–95% accuracy (measurable)
  • Hours saved on manual reporting
  • Hidden trends and opportunities uncovered

Sound interesting?

Describe your problem — I'll design a solution and calculate the ROI. The 30-minute call is free and non-binding.

Example: the business impact of analytics

A typical comparison: a company without analytics vs. a data-driven company. Real-world numbers:

Without analytics
CAC €33
Churn 5% / month
Decisions by gut feeling. Campaigns run blind.
With analytics
CAC €24
Churn 3.5% / month
Analytics steered the targeting. Churn prediction flagged at-risk customers.
ROI over 12 months
+27% LTV
−28% CAC
Industry data: metrics typically improve 15–30%.

Indicative pricing

Analytics dashboard + automated reportsfrom €399
Advanced analytics (data pipeline, multiple sources)from €799
Predictive modelling (ML, churn, demand)from €1,390
Monthly data management & updatesfrom €119 / month

The price depends on data volume and model complexity. I'll prepare an exact quote after the intro call. View full pricing →

Frequently asked questions

Yes, Excel is a great start. I work with data in any format — Excel, CSV, databases, APIs, Google Sheets. What matters is the data itself, not the format.

It depends on the use case. Basic predictions work with hundreds of records over a few months. Accurate models ideally need thousands of records over 1–2 years. I'll assess it in the intro consultation.

Of course. Dashboards are web-based — a link is all it takes. I set up access rights so everyone only sees the data relevant to their role.

A dashboard with automated reports goes live in 2–4 weeks. Predictive models need 4–8 weeks including training and validation on your data. We always start with a pilot project.

No. I handle everything from the data pipeline through dashboards to the models. After launch I train you to read and interpret the outputs. For advanced changes, I'm available under the monthly support plan.

A basic solution with automated reports and a dashboard starts at €399 one-off. Predictive models and advanced analytics are priced by data scope and the number of metrics you want to track — you'll get an exact quote after the intro consultation.

Not in typical cases. Forecasting cash flow, demand or CAC doesn't fall into the high-risk category — that mainly covers decisions about people (hiring, credit, evaluation). The general AI-literacy obligation still applies to anyone working with AI — more in this article.

Related reading

Data is what gives AI real context

In this article I show how AI is changing the way small companies work — and why it often starts with a better grip on data, reports and decisions.

Read the article

Got data but no insights?

Tell me what data you collect and what you'd like to know. The 30-minute call is free and non-binding.