Singsys blog

Artificial intelligence has changed the way software is built. From generating code and writing tests to debugging applications and analysing technical documentation, AI tools are becoming a regular part of modern development workflows.

But in 2026, development teams are facing a more important question: Should we use an AI copilot, or is it time to move towards agentic AI?

Although the two technologies are often discussed together, they are not the same. AI copilots are primarily designed to assist developers with specific tasks, while agentic AI can take a more autonomous approach to completing multi-step development objectives.

Artificial intelligence is no longer limited to futuristic products or experimental projects. Businesses across industries are now using AI to automate repetitive work, understand customer behaviour, improve decision-making and create more personalised experiences.

However, adopting AI does not always mean building an entirely new application. In many cases, businesses already have software, databases, APIs and workflows that work well. The smarter approach can be to integrate AI into existing software and gradually add intelligent capabilities where they can create the most value.