I’m Elia Lanz, a data analyst focused on helping businesses turn messy operational data into clearer dashboards, reporting, and practical decision support.
My work is built around a simple idea: most businesses already have useful data, but it is often spread across sales reports, booking systems, spreadsheets, location records, weather data, staff schedules, and customer activity. The problem is not always a lack of data. The problem is knowing which numbers matter, how they connect, and what they are trying to tell you.
I write about practical analytics for operators, small businesses, and growing teams that need better visibility across their day-to-day performance. My main focus areas include operational reporting, dashboard design, multi location analysis, retail analytics, transport and mobility analytics, weather and demand patterns, and business performance tracking.
You can also view my full technical skills and analytics stack, or see the education and certifications behind my data analytics training.
What I Focus On
I am especially interested in analytics that helps people make better business decisions, not just produce more reports.
- Building dashboards that show what needs attention first
- Finding weak locations before averages hide the problem
- Connecting operational data with outside factors such as weather, seasonality, and location
- Turning monthly reports into more useful weekly or daily views
- Using SQL, Power BI, Tableau, Python, Excel, and data cleaning workflows to make business data easier to act on
My goal is to make analytics feel useful for real operators. A good report should not just describe what happened. It should help answer questions like:
- Which location is falling behind?
- Where is demand changing?
- Which metric is hiding the real problem?
- What should the business check first this week?
- What decision can be made from this data?
Why I Write About Operations Analytics
Many businesses still rely on reports that are too broad, too late, or too disconnected from the way the business actually works. A monthly sales report might show revenue, but it may not explain which store is declining, which area is under pressure, which shift is inefficient, or which demand pattern is changing.
This is why I focus on operational analytics. The most useful insights are often found below the surface: by location, by time period, by customer behaviour, by weather conditions, by staff coverage, or by service area.
When data is structured properly, it can help operators spot problems earlier and make clearer decisions before those problems become expensive.
My Analytics Work
On this site, I publish practical articles and case studies showing how data can be used to improve business visibility. Some of the topics I cover include:
- multi location business reporting
- retail performance analysis
- transport and mobility dashboards
- weather and demand analysis
- fleet allocation problems
- geospatial analysis for operations
- monthly sales reporting issues
- KPI planning and dashboard structure
You can also view some of my public work and profiles here:
Who This Site Is For
This site is mainly for business owners, operators, managers, and teams who want to understand their numbers better.
If you manage multiple stores, service areas, booking locations, transport zones, teams, or operational workflows, your average numbers may not be telling the full story. A business can look stable overall while one location, shift, route, product category, or customer segment is quietly getting weaker.
That is the kind of problem I like to explore: the gap between what a normal report shows and what the business actually needs to know.
How I Think About Good Analytics
Good analytics should be clear, practical, and connected to action.
A dashboard does not need to be complicated to be useful. It needs to answer the right questions. The best reporting systems make it easier to see what is changing, where the pressure is coming from, and what deserves attention first.
For me, useful analytics usually comes down to four things:
- Clarity: the report should be easy to understand quickly.
- Context: the numbers should be connected to time, location, demand, and business activity.
- Action: the dashboard should help someone decide what to check next.
- Trust: the data should be cleaned, structured, and explained properly.
Work With Me
I am available for remote analytics and dashboard projects for businesses in Australia, the United States, and other English-speaking markets.
If you need help turning your operational data into clearer reporting, dashboards, or business insights, you can contact me through this website or connect with me on LinkedIn.
My focus is simple: helping businesses move from messy data and static reports to clearer visibility and better decisions.
I build custom operational dashboards for businesses with hidden demand patterns, multi-location retail, transport and logistics, booking-based services, e-commerce, and hospitality. The work starts with the decisions you need to make, not the charts.
See how the dashboard service works → or explore other data services if you’re not sure what you need.