When intuition meets data-based decision making: Bringing family-owned meat wholesaler Domicela into the 21st century

The teaching case helps learners explore the challenges of digital transformation by considering Domicela, a family-owned meat wholesaler in south-east Poland. In this small-margin, time-sensitive branch of the food industry, short shelf lives and volatile demand make agile operations crucial. While this regional company benefits from tightly clustered warehouses, experienced workers, and a highly agile delivery service supported by local drivers who offer an advantage over mapping/routing applications, continued reliance on manual processing for core processes such as ordering and stock control causes information gaps and co-ordination problems (informal notes, phone calls, and personal intuition create a gulf between sales and warehouse operations). At the same time, a change of generation is underway, as the founders approach retirement while younger family members – with new ideas but less experience – enter the management. This setting invites students to consider how the case company might harness digital tools and data-based decision making to complement human expertise, reshape procure-to-pay and order-to-cash processes, and preserve Domicela’s community-oriented culture, in a balanced manner that also speaks to owners’, employees’, and local community members’ concerns about the impact of such change.

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Publication Details

Journal
Journal of Information Technology Teaching Cases
Published
2026-09-18
DOI
https://doi.org/10.1177/20438869261489087
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
0.00
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article

When intuition meets data-based decision making: Bringing family-owned meat wholesaler Domicela into the 21st century

Esko Penttinen, Katarzyna Brander
Journal of Information Technology Teaching Cases
Digital Transformation in Industry
article

When intuition meets data-based decision making: Bringing family-owned meat wholesaler Domicela into the 21st century

Esko Penttinen, Katarzyna Brander
article en

Abstract

The teaching case helps learners explore the challenges of digital transformation by considering Domicela, a family-owned meat wholesaler in south-east Poland. In this small-margin, time-sensitive branch of the food industry, short shelf lives and volatile demand make agile operations crucial. While this regional company benefits from tightly clustered warehouses, experienced workers, and a highly agile delivery service supported by local drivers who offer an advantage over mapping/routing applications, continued reliance on manual processing for core processes such as ordering and stock control causes information gaps and co-ordination problems (informal notes, phone calls, and personal intuition create a gulf between sales and warehouse operations). At the same time, a change of generation is underway, as the founders approach retirement while younger family members – with new ideas but less experience – enter the management. This setting invites students to consider how the case company might harness digital tools and data-based decision making to complement human expertise, reshape procure-to-pay and order-to-cash processes, and preserve Domicela’s community-oriented culture, in a balanced manner that also speaks to owners’, employees’, and local community members’ concerns about the impact of such change.

Journal of Information Technology Teaching Cases
Aalto University (FI)
Openalex Percentile: Top 11%
Digital Transformation in Industry
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When intuition meets data-based decision making: Bringing family-owned meat wholesaler Domicela into the 21st century — Esko Penttinen, Katarzyna Brander · Journal of Information Technology Teaching Cases (2026) | TGRS Research Map | TGRS