From GitHub Copilot accelerating code delivery to AIOps predicting outages before they occur, software development teams are racing to embed AI across the SDLC. This article looks at mapping the opportunities and the risks in implementing AI across engineering delivery processes.

The journey from initial proof of concepts (PoCs) to realising tangible commercial value requires an engineering-focused approach. Here we discuss the common reasons for failure, and best practices for success in taking AI projects from PoC through to production.

Audacia shortlisted for AI Company of the Year and Technology Company of the Year at the British Data Awards 2025.

Audacia is shortlisted for AI Innovation of the Year, Tech Company of the Year, Technology Leader of the Year (Philip White) and Best Tech Place to Work at the National Technology Awards 2025.

Without legacy constraints, greenfield projects allow teams to bake in modern practices, cloud-native architectures and a developer-first culture from day one. This article discusses how development teams can lay solid foundations when starting from scratch.

As data continuous to become the biggest operational challenge for organisations, here we discuss the question of whether teams should look to build their own data solutions in-house or, instead, leverage pre-built third-party data products.

In the rush towards AI and machine learning, it’s easy to forget that many business problems can be solved, often more transparently and robustly, with traditional mathematical and statistical techniques. This article highlights examples where statistical models or mathematical techniques can provide appropriate solutions in place of complex AI.

Legacy data – the information stored in outdated, and often siloed, systems – is frequently seen as a challenge. The challenge is how to make this old data serve new objectives - such as real-time analytics, customer 360 views, AI-driven insights - without a complete overhaul of legacy systems. Here we focus on different approaches that enable organisations to leverage legacy data in modern architectures.

In this talk, we’ll explain what AI governance really means, why it matters to your organisation, and how you can practically and proactively implement it.

How do we bridge the gap between continuous integration and truly continuous deployment? In this talk, Principal Software Engineers, Akeel and Luke, will explore two well-known branching strategies, trunk-based development and Gitflow, as dynamic tools to unlock this potential.

In this Tech Talk, Technical Director Richard Brown will explore why measuring Engineer Experience can have an impact on software delivery, covering what data points you should collect and how to apply these insights to enhance the productivity of both development and testing teams.

This tech talk will guide you through common challenges faced during the requirements-gathering phase of software projects, using relatable LEGO-based scenarios. From budgeting your resources to managing diverse stakeholders, discover actionable tips and tricks to set your project up for success.