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The IBCS transformation of Delica with Zebra BI: a success story from Migros Industry

11min read
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Key Results with Zebra BI

Scalable reporting across Migros Industry: Delica’s Zebra BI framework became a model for other companies within Migros Industry.
Time savings & simplified reporting: streamlined report creation, reducing time spent on formatting and variance calculations.
Improved decision-making: clear, interactive visuals lead to faster, more accurate decisions across departments.
Mindset shift: Zebra BI fostered a culture of data-driven decision-making with standardized, easily understandable reports.
Consistent data: the Golden Semantic Model ensures consistent KPIs and logic across reports.

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Summary

Delica AG, a key player within the Migros Group, has fundamentally transformed its reporting processes through the consistent application of IBCS principles and the use of Zebra BI for Power BI.

Under the leadership of Oliver Schaerer, Manager Business Intelligence & Analytics, internal reporting not only became more efficient, but also set a new standard for professional reporting within Migros Industry.

With clearly structured, consistent dashboards and significantly simplified data interpretation, reporting at Delica is now faster, more meaningful, and fully aligned with IBCS best practices.

Oliver Schaerer’s team developed scalable, decision-oriented dashboards that turn data complexity into clarity: saving time, increasing acceptance, and enabling better, faster decisions.

About the company

Delica AG is part of Migros Industry, one of Switzerland’s largest food manufacturers and a central division of the Migros Group, the country’s largest retail organization.

With a broad portfolio – from chocolate and coffee to ice cream – Delica plays a key role in product innovation and supply chain excellence within the group.

With over 2,000 employees and an annual net revenue of more than 1 billion CHF, Delica supplies both Migros-owned retailers and external partners in Switzerland and abroad.

As an innovation leader within Migros Industry, Delica regularly pilots new technologies and processes that are subsequently adopted across the group.

Thanks to the centralized matrix structure of Migros Industry, best practices can be scaled quickly – making Delica’s introduction of Zebra BI a blueprint for broader implementation across the entire network.

The challenge: no immediate insights

Before using Zebra BI, reporting at Delica was time-consuming, fragmented, and visually inconsistent.

Although a Migros Industry template already existed, it did not comply with IBCS standards. The reports used the company colors red, green, and orange – which matched the corporate design, but did not offer a clear, analytical color and meaning system. As a result, comprehensibility, comparability, and a shared visual standard were lacking.

We used reports that didn’t follow any color logic. By using consistent color and visualization concepts and an IBCS notation manual, we were able to make significant progress.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Reports were often created in isolation, using different tools and inconsistent visualization styles. Although Power BI was already available, many reports remained static, overloaded, and difficult to interpret.

In the past, Power BI reports were often just tables – no color markings, no clear variances, no action orientation. People stared at the numbers but couldn’t see the story behind them.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

As the person responsible for Power BI, Oliver Schaerer leads a Business Intelligence team of two FTEs (including himself) and three dashboard creators within the organization. In addition to developing reports, he is also responsible for training departments in finance, maintenance, sales/marketing, and supply chain.

The main problems included::

  • Lack of visual consistency across reports and departments
  • High manual formatting effort and non-standardized KPIs
  • Slow adoption of Power BI due to confusing visualizations and a steep learning curve
  • Low trust in data due to inconsistent models and visual logic
  • High management expectations for “one-click reporting” without understanding the underlying data processes

I was a data engineer, Power BI developer, dashboard creator, and trainer in one person. We simply didn’t have the capacity to build everything from scratch or explain every report in detail.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

„ I was data engineer, Power BI developer, dashboard creator, and trainer in one person. We simply didn’t have the capacity to build everything from scratch or explain every report in detail.“
— Oliver Schaerer, Manager Business Intelligence & Analytics, Delica AG

These challenges created the need for:

  • A consistent visual reporting standard (IBCS) without manual adjustments
  • A standardized reporting framework that unites teams and improves data understanding
  • A scalable reporting solution usable across departments – and even across companies within Migros Industry
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The solution: Zebra BI visuals with built-in IBCS

To make reporting more efficient, understandable, and standardized, Delica AG introduced Zebra BI for Power BI and committed fully to the IBCS framework (International Business Communication Standards).

Oliver Schaerer, Manager Business Intelligence & Analytics, took the lead in driving the reporting transformation internally and became a certified IBCS consultant. Together with his team, he established the methodological and visual foundations on which other departments can now build.

Several factors played a central role in the decision to use Zebra BI:

  • Integrated IBCS-compliant visuals,
  • Out-of-the-box features like chart sliders, dropdowns & dynamic comments,
  • The ease of scalability across teams.

Zebra BI makes it easier to focus on what really matters. It eliminates formatting effort and standardizes everything automatically.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Key advantages of using Zebra BI for Power BI:

✅ IBCS-compliant visual storytelling

The introduction of IBCS standards was a strategic company-level decision. The goal was to ensure that all users could intuitively understand reports and follow a clear visual standard.

With Zebra BI, IBCS-compliant visuals are available immediately – without manual creation of variance charts, color rules, or notation elements.

Zebra BI allows us to provide IBCS-compliant dashboards by default. It’s built-in. We don’t waste time on formatting, variance calculations, or defending design choices.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

✅ Visuals that promote understanding and engagement

Using Zebra BI Charts, Tables, and Cards, the team created interactive, intuitive, and self-explanatory reports – even for non-finance users.

The transformation wasn’t just technical, it was educational as well. People learned how to read visuals correctly. They now understand what a variance means.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

✅ Integrated features with real business value

Zebra BI supports advanced data storytelling through integrated features such as:

  • Chart sliders for switching between chart types (e.g., column and waterfall charts)
  • Dynamic comments for direct explanations within visuals
  • Drilldowns and hierarchical navigation for multi-level analysis
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Examples of key reports:

  • Maintenance Cockpit – Used weekly in shopfloor meetings to analyze production issues and maintenance costs using clearly defined KPIs and visual breakdowns
  • Spare Part Report (Ersatzteilbericht) – Provides transparency on spare parts costs, availability, and trends
  • Sales Flash - Delivers a compact weekly and monthly overview of key metrics; additional pages allow for deeper analysis

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

The Golden Semantic Model: operational control & strategic lifecycle planning

At the heart of Delica’s reporting transformation lies a clean, scalable Golden Semantic Model (GSM). This model was designed once and now serves as the central data foundation for multiple reports – including the Maintenance Cockpit and the Spare Parts Report. Both dashboards are connected to the GSM via DirectQuery, accessing centrally maintained and validated data.


Advantages:

  • One model, multiple reports: The GSM supplies various dashboards (e.g., Maintenance & Spare Parts) from a single source.
  • Consistent KPIs, logic, and dimensions: Uniform definitions ensure comparability and trust in the numbers.
  • Simplified data governance: Less redundancy, more control.
  • Real-time data via live updates: No need for full refresh cycles.
  • Scalability: Shorter development time when rolling out to other companies within Migros Industry

The Golden Semantic Model is the foundation for everything. We develop centrally, and the reports just connect to it. That saves time, reduces errors, and ensures a unified logic across all dashboards.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Multilingual reporting: powered by USERCULTURE() & tabular editor

To support company-wide usage – especially at the Italian-speaking sites in Ticino – Delica developed a fully multilingual semantic model. It supports German, English, and Italian, ensuring that all users see the same content in their preferred language.

⚙️ Technical implementation:

  • All field names, metrics, formats, and dynamic texts were maintained using multilingual functionalities in Tabular Editor.
  • Reports use the USERCULTURE() function in Power BI to automatically adjust the language based on the user’s profile in the Power BI service.
  • No separate translation tables or duplicated reports – just one model, dynamically localized.

We manage just one version – the GSM. The language is controlled by the Power BI user’s profile setting – no toggles, no manual effort.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

Business & operational benefits

  • One central report, language-adaptive by design
  • No manual translation effort – everything is built into the model
  • Improved user experience across all locations and roles
  • Easy scalability for additional languages in the future
  • No extra training required, as the language adjusts automatically

This approach highlights Delica’s commitment to IBCS-standardized, user-centered reporting and creates a harmonized data foundation for unified decision-making across the Migros Industry network.

At the same time, the GSM provides the basis for future expansions – a foundation other teams can build on.

One model. Multiple reports. Endless possibilities.
With Zebra BI’s flexible, IBCS-compliant visuals, you can easily scale and reuse your reporting models across teams.
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Maintenance Cockpit: weekly operational impact

The maintenance reporting developed with Zebra BI is now used in weekly shopfloor meetings at Delica. It provides precise insights into equipment issues, downtimes, and maintenance costs – with clearly defined KPIs, standardized visualizations, and high comprehensibility.

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

In contrast to previous static reports, the current setup enables in-depth operational analysis down to the asset level and supports data-driven decision-making across the entire production environment.

We track every asset: how often it fails, what it costs, and which spare parts it consumes. This isn’t just reporting – it’s operational lifecycle management.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Core functions and benefits:

  • Lifecycle management of individual assets – transparent insights into usage, failures, and maintenance history
  • Identification of cost- or failure-intensive machines – data-based prioritization of measures
  • Root cause analysis of recurring issues – faster problem detection and sustainable solutions
  • Well-informed investment planning – fact-based decisions between repair and replacement
  • Data-driven investment planning (repair vs. replacement)

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

By replacing our manual, error-prone data preparation with an automated and standardized workflow, we now detect variances earlier and gain new insights into misuse and master data issues – ultimately improving both data quality and understanding of maintenance reporting.

Joël Chiapparelli
Head of Maintenance, Delica AG

Business value:

  • Strategic asset management based on actual usage and cost
  • Investment optimization through fact-based decisions on maintenance and replacement
  • Cross-plant transparency and benchmarking of equipment performance

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

Spare Parts Report: a unified lifecycle view of spare parts

While the Maintenance Cockpit focuses on equipment efficiency and failure patterns, the Spare Parts Report offers a comprehensive view of spare parts consumption, inventory development, and warehouse structure across all production sites.

The report was developed using the same Golden Semantic Model (GSM) as the Maintenance Cockpit. As a result, purchasing, maintenance, and supply chain teams access a shared data foundation and can seamlessly navigate between different levels of analysis.

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

Key areas of analysis:

  • Inventory levels (in CHF and quantities)
  • Stock turnover & coverage (in days and percentages)
  • Consumption trends by plant and usage type (actuals, scrap, stock differences)
  • Usage analysis along the equipment structure (equipment / bill of materials)
  • Top spare parts by capital tie-up or consumption

A central design principle was the shift from static tables to dynamic, IBCS-compliant dashboards, which clearly and interactively visualize monthly consumption, dead stock indicators, and component relevance (e.g., within bills of materials).

Thanks to the semantic model, users can view the same spare part from different perspectives – consumption, inventory, and BOM relevance – in one place. You can easily navigate from the company level down to individual equipment.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

Functional highlights:

The “Stock & Structure” page allows planners to instantly identify:

  • High-value slow movers
  • Spare parts with critical availability risks
  • Parts with no consumption but high inventory value

The “Usage” page additionally supports:

  • ABC analyses to prioritize spare parts
  • Validation of equipment assignments to improve master data quality
  • Structural inventory optimization for more targeted investment decisions

By combining IBCS-compliant visualization, a semantically consistent data foundation, and interactive analysis capabilities, the Spare Parts Report delivers a unified, data-driven view of the spare parts lifecycle – a crucial step toward more efficient maintenance and sustainable inventory management.

The Sales Flash: weekly performance dashboard for management and sales

The Sales Flash is an IBCS-compliant, weekly and cumulative performance dashboard, developed with Zebra BI and based on Delica’s Golden Semantic Model (GSM).

It is automatically updated every Monday (business week = Monday to Sunday) and standardizes key metrics such as net revenue, CM2a (contribution margin), and volume (ST / KG / CU) in millions of CHF.

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

Who uses it?

The dashboard is actively used by management, sales management, key account management, product and portfolio management, as well as controlling – for both weekly stand-ups and monthly performance reviews.

You can explore Zebra BI's free daily sales flash template here.

How it’s read

  • Neutral base colors; red and green are used only for variances, according to IBCS notation
  • CM2a (contribution margin 2a) is shown as absolute value and, where relevant, also as a margin in % (Δ pp)
  • Dynamic headline messages in DE / EN / IT, controlled by the USERCULTURE() function in Power BI

What it shows

  • Weekly Flash:
    Comparison of the current week with the previous week and the same week of the previous year
  • Financials (cumulative):
    MTD/YTD comparison to budget and previous year, with variance bars and waterfall charts
  • Trends & Drivers:
    Detailed analyses by assortment and brand, with filters for product and portfolio managers

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

Impact

  • Faster decisions thanks to a one-page, clearly structured overview
  • Higher acceptance due to a shared visual language and consistent KPIs
  • Easy scalability to other teams via reusable templates and the shared semantic model

As a business unit manager with a broad and heterogeneous product portfolio in various markets, the cockpit provides me with an efficient and targeted tool to focus on relevant action areas and make well-founded decisions.

Oliver Hausmann
Head BU Food, Delica AG

The Sales Flash has become a central management tool – connecting operational and strategic perspectives, enabling transparent performance tracking, and strengthening data-driven control across the entire sales organization.

Disclaimer: The data on the image is fictional and intended solely to demonstrate the layout and structure of the dashboard.

The results: better report quality, scaled adoption, and cultural shift

The work of Oliver Schaerer and his team did not go unnoticed.

The benefits of the reports created with Zebra BI quickly became apparent in multiple departments – and even in other companies within Migros Industry.

From machine operators to executive management, everyone now benefits from easier interpretation of KPIs and variances.

The spread of standardized dashboards across several departments led to time savings, simplified onboarding, and greater acceptance – even outside of Oliver’s direct area of responsibility. A clear testament to the cross-functional value of this approach.

We’ve set the standard. Now everyone can quickly understand the context behind the numbers, see what’s happening, and act accordingly.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

Since introducing Zebra BI and IBCS, Delica has seen measurable improvements in report quality, user engagement, and cross-team collaboration.

When we build something from scratch using Zebra BI, the feedback is overwhelmingly positive. I was one of the first to work with it – now other departments and companies within Migros Industry are adopting what we created.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

With Zebra BI, reporting at Delica evolved from static outputs to dynamic insights – driven by clean data models, standardized visuals, and a scalable framework.

But Oliver Schaerer and his team didn’t just build dashboards. They established a process and a culture of data-driven working.

To drive true change within a large organization, the team placed special emphasis on internal training and user acceptance. After a new report was created, it was first tested, then reviewed with stakeholders, and only then introduced in training sessions. Employees learned how to correctly read reports, use filters, and interpret visual variances.

Only after this onboarding did the official rollout take place.

Zebra BI isn’t just a time-saver – it’s a mindset shift. We now speak a shared visual language, and that changes everything.

Oliver Schaerer
Manager Business Intelligence & Analytics, Delica AG

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