Ten years of building data foundations for companies of every size. Now we are adding agents.
Since 2016 we have been building integrations, data models and platforms for organisations such as Deutsche Bahn, Vodafone and Telefónica Germany. We also run agents in our own business. The solutions on this page show how we approach this kind of project, including the parts that got difficult.
Selected completed projects
Data platforms, reporting and ERP for large enterprises and mid-sized companies. Some customers are named; others have asked to remain anonymous. All figures come from the projects themselves.
1,000 reports moved from Tableau to Power BI
Telefónica Germany
- 300 employees made ready for Power BI
- Fabric as the shared data foundation for every report
One daily report across every SAP system worldwide
Trench Group, a global energy technology company newly carved out of a larger group
- daily the reporting refreshes itself
- Finance dashboard and pricing workbook on one shared data foundation
Hundreds of metrics in one set of reports that everyone reads the same way
Logistics provider with data from ERP systems, scanners and many other sources
- 100% of reports built to the same standards
- Self-service Business users build their own reports
A dashboard that loads 95% faster and is used twice as much
International pharmaceutical group
- 2x as many daily users a few weeks after launch
- 14 lean tables instead of one huge table
Market and competitor analysis without emailing Excel files around
Sporting goods manufacturer
- Central reporting for everyone in place of emailed spreadsheets
- Standard one chart library for every report
Understanding user behaviour and making new features measurable
Operator of a networking platform
- Every department follows the same approach
- More use of reports, thanks to training and better design
From online shop to ERP: Business Central behind Shopify
Cure Concept GmbH, Düsseldorf: professional cosmetic devices and care products
- 3 channels shop, B2B and direct sales flow into Business Central automatically
- 1 system for stock, purchasing and orders from every channel
What we build with agents, and how it works in practice
From a 70-person trades business to a large enterprise. Each solution is described as it would run at a typical company, including the target values we set during the assessment and what usually gets in the way.
Fault-report agent for property managers
Every fault report is matched to its property before anyone reads it.
- 6 min from report to placed order, instead of 40 minutes
- 3 min for the tenant to receive an acknowledgement with a ticket number
Invoices and timesheets for businesses without an IT team
A business with no IT department runs its accounts with two agents.
- 2 days of month-end preparation instead of eight
- 2 agents in live operation, with no in-house IT department
Order-entry agent for machinery manufacturers
Orders reach the ERP without anyone keying them in.
- 11 min less admin time per order
- 4 hrs to get a query to the customer, instead of two days
Invoice and inspection-deadline agents for facilities management
Every maintenance invoice is checked against its contract, and no inspection deadline slips through.
- 0 missed inspection deadlines, because every deadline is checked against bookings and reports
- 2 days to produce the monthly owner report, instead of three weeks
Incoming post agent for insurers
Incoming post finds its own way to the right file. People still make the decisions.
- 1.5 days faster settlement of minor claims
- 100% of settlements are signed off by a person
Exception-handling agent for market communication
Market communication exceptions are cleared the same day.
- 0 missed deadlines, because the deadline sets the order of work
- 9 min less handling time per exception
Managed Agent Ops for logistics
Three agents run around the clock, and someone is keeping an eye on them.
- 4 model changes a year, each planned, tested and rolled out without downtime
- < 1 day for us to spot a drop in quality
Data foundation for retail
Purchasing, sales and finance talk about the same number.
- 1 day of reconciliation at month-end instead of five
- 120 reports run on a single semantic model
In our customer's own words
The best reference is one we did not have to write ourselves. Laura Ortner of Telefónica Germany has presented the project at three conferences, once together with us.
SAMS Nordic 2026, Copenhagen
Laura Ortner of Telefónica Germany: from Tableau to Power BI with 1,000 reports. Watch the recording
SAMS Europe 2026, Amsterdam
A second talk on the migration at Telefónica Germany. Talk page
TDWI Virtual II 2026
Laura Ortner and Piero Alessio together: from redundancy to revolution. How reporting at Telefónica was rebuilt. Programme page
Shall we talk about your first process?
In a Short Assessment we sit down with your business team and IT and look at one process together. You leave with a clear target design and an effort estimate we stand behind. Free of charge.
