But despite best intentions, many modernisation projects still fail. Timelines slip. Budgets blow out. Users resist change. And the promised business value never materialises.
Navigating Digital Transformation: Overcoming Common Pitfalls
So why does this happen and how can artificial intelligence (AI) help turn the tide?
Often, organisations no longer have access to the original developers or documentation. Critical business logic is buried deep in ageing codebases making them difficult to decode and dangerous to touch.
Legacy systems tend to be highly customised, integrated with dozens of other tools and data pipelines. Rebuilding or replacing them is rarely straightforward.
Many projects take a “big bang” approach switching off the old system and turning on the new one overnight. This rarely works seamlessly. Without an iterative delivery model, feedback loops and risk management, your users and your business will suffer.
Even the best-built system will fail if users aren’t brought along for the journey. Without early involvement and thoughtful design, modernisation can feel like disruption, not progress.
AI can’t solve everything but when used strategically, it significantly de-risks legacy system modernisation.
GenAI tools can scan legacy codebases and surface structure, business rules, and integration logic. This shortens discovery time, bridges knowledge gaps, and helps plan realistic timelines. [Link to case study]
AI-generated UI components allow teams to prototype and iterate faster. At Kiandra, we’ve used this approach to cut design time by up to 70%, enabling earlier feedback from real users.
AI-assisted code generation helps create the glue between old and new enabling you to wrap, replace, or gradually retire legacy systems with less risk.
AI code assistants enhance your team's output, helping experienced engineers move faster and focus on solving the hard problems - not boilerplate.
Modernisation projects fail when complexity is underestimated and discovery is rushed. AI offers a new way to approach legacy systems with more confidence, more clarity, and less risk.
At Kiandra, we combine extensive human experience with AI-powered tools to deliver modern software that works - faster.
👉 Ready to explore AI-assisted modernisation? Book your free code assessment
You know what chaos looks like – disjointed systems, endless manual data entry, staff wasting hours updating spreadsheets while shipments sit idle, and customers left waiting, wondering, chasing updates again and again.
Kiandra is proud to announce that Cassandra Wallace, Head of Software Engineering, has been named a winner in the 2025 ARN Women in ICT Awards (WIICTA), taking out top honours in the Shining Star category.
When the WA Health system needed to replace a 25-year-old platform used to manage and process payments for more than 1,000 contracted medical professionals, the pressure was on.
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