Resources
Resources on digital and AI transformation
We write practical, actionable notes for leaders planning process diagnosis, system integration and AI automation.
An SMB's starting guide to AI
A practical guide to prioritizing your processes and finding the first real wins before you invest in AI.
Moving from RPA to AI automation: what actually changes?
An analysis of the skills, risks and decision points that change when you move from rule-based automation to AI-assisted workflows.
System integration problems in municipal companies, and how to fix them
A practical framework for the data flow, reporting and system-compatibility problems common in municipal-affiliated companies.
What is a digital and AI maturity assessment, and how is it done?
A framework that measures whether your organization is ready for digital transformation across five concrete dimensions, not gut feeling.
The role of system integration in smart-city and e-municipality projects
The piece smart-city visions usually miss isn't a new app — it's getting the systems that already exist to talk to each other.
Local model deployment: when do Ollama and open-source LLMs make sense?
When you need to keep sensitive data in-house, control costs at scale, or run offline, a local model deployment deserves a real look instead of a cloud API by default.
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