Technology has evolved faster in the last three years than in the decade before it. Single-purpose software is giving way to connected ecosystems.
Why this matters now
This piece sits in Kirshi's Enterprise Architecture series, published on December 10, 2025. It looks at the practical engineering and commercial decisions behind the headline — what actually changes for a team building or buying in this space, and what tends to go wrong when the decision is made on enthusiasm rather than evidence.
The Kirshi view
We build AI, IoT and custom software for enterprises and startups across twelve countries, and our position on most of these topics is shaped by what survived contact with production rather than what demonstrated well. Where we think a technology is being oversold, we say so — and where it genuinely changes the economics of a problem, we say that too.
Related insights.
AI Backbone: AI as the Core of Enterprise Architecture
By 2026, artificial intelligence shifts from a background tool to the core of how enterprise systems are desig…
ReadAgentic AI & Autonomous Systems: The Future of Intelligent Enterprise Operations
Artificial Intelligence is evolving rapidly beyond traditional automation and chatbot interfaces into systems …
ReadThe Rise of Agentic AI: Building Autonomous Business Workflows
Businesses have long sought to optimise operations and deliver more with less. Agentic AI changes what is actu…
ReadBuilding in this space?
We help enterprises take AI, IoT and software from concept to production.