Case studies

Case studies through decisions, system and result.

Each case shows the challenge, approach, solution, result and status. The focus is what had to be organised and what the system gives users in real work.

Public administration

MunicipalOS

Field
Public administration
System type
Digital operating system
Status
Development / pilot
Platforms
Web, widget, admin, AI support
01Problem02Analysis03Architecture04Development05Testing06Production07Support

Challenge: Municipalities have documents, procedures and knowledge spread across departments.

Our approach: Map the work first: who receives questions, where documents are stored and which procedures repeat.

Solution: A digital operating system connecting documents, procedures, knowledge base, citizen communication, analytics and controlled staff support.

Result: Clearer departments, preserved institutional knowledge and a better relation between leadership, employees and citizens.

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Communities

STAVRONNET

Field
Community
System type
Vertical social platform
Status
Architecture proof developed
Platforms
Web, mobile-ready, admin
01Problem02Analysis03Architecture04Development05Testing06Production07Support

Challenge: Specialised communities depend on scattered tools that do not share structure.

Our approach: Treat the community as an ecosystem: users, profiles, feed, groups, content, market, gear, HUB, admin and moderation.

Solution: A vertical community platform that brings communication, content, listings, equipment, news and governance into one system.

Result: A controlled digital space for community growth with room for new modules.

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Production catalogue

WOG World of Gold - Silver Time

Field
Commerce
System type
Catalogue + admin
Status
Production environment
Platforms
Web, admin, HTTPS
01Problem02Analysis03Architecture04Development05Testing06Production07Support

Challenge: Premium products lose value when the catalogue is unclear or difficult to maintain.

Our approach: Focus on production flow: admin panel, products, inquiries, mobile view, HTTPS and stable environment.

Solution: A catalogue platform with product administration, customer inquiries and mobile optimisation.

Result: A working production system that supports the daily operation of a premium brand.

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Educational system

Educational Puzzle Platform

Field
Education
System type
Educational platform
Status
Development direction
Platforms
Web, tablet, mobile
01Problem02Analysis03Architecture04Development05Testing06Production07Support

Challenge: Children's digital content is often fast, loud and without a clear educational reason.

Our approach: Build tasks around logic, attention, concentration, observation, memory and learning through play.

Solution: An educational platform with task types understandable to children, parents, schools and learning centres.

Result: A calmer digital experience with a clear learning purpose.

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Local AI

Stavron Intelligence Platform / Mićko

Field
AI
System type
Local AI system
Status
Research and development direction
Platforms
Web, API, local LLM
01Problem02Analysis03Architecture04Development05Testing06Production07Support

Challenge: Organisations need AI assistance without an uncontrolled system that ignores documents, rules and boundaries.

Our approach: Develop around local AI, memory, context, planning, evaluation, safety and control.

Solution: Architecture for reliable intelligent systems that help people find knowledge, organise information and make better decisions.

Result: A serious direction without claiming that general artificial intelligence has been solved.

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