Short, practical writing on how software systems are architected, maintained and evolved — and where AI and automation genuinely help. The first articles are in preparation and will be published here as they are completed.
Insights
Short, practical writing from real engagements. Each piece is published here once it is complete.
First articles in preparationThe most expensive software is the software that cannot be understood, extended or maintained by its successors. We explore how architectural decisions made early in a project determine its cost trajectory for years.
Most AI discussions focus on conversational interfaces. The deeper opportunity is in automated document processing, predictive workflows and intelligent data extraction embedded within operational systems.
Spreadsheets, legacy tools and off-the-shelf software all have natural ceilings. Recognising when your operations have outpaced your technology — and what to do about it — is a critical strategic decision.
Theme
Architecture
How systems are structured so they stay maintainable as the business changes.
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AI in operations
Where AI-assisted workflows help in practice — and where human review must remain.
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Growing out of software
Recognising when spreadsheets and off-the-shelf tools have reached their ceiling.
Insights
Tell KAPAT what you are wrestling with. The most useful writing starts with a real problem.
A direct conversation with the engineers who would build the system — no sales layer in between.
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