Why generative AI projects stall (and how to stop them)

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Practical insights from real-world teams on moving beyond PoCs and into production.

Based on work with more than a dozen organisations across finance, healthcare, logistics and more.

This isn’t theory. It’s what we’ve learned helping teams turn ambition into outcomes by designing generative AI solutions that scale successfully and deliver real value.

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What you'll learn

Use cases your stakeholders will back
What makes a use case viable, and how to align business value with technical feasibility from the start.

Design PoCs that lead to production
Set your experiments up for long-term impact, not just one-off demos.

What regulated industries can teach us
How strong governance is helping healthcare and finance teams move faster, not slower.

Scale generative AI across the organisation
What it really takes to move fast: reuse, observability, internal capability and trust.

About DiUS

DiUS is a technology consultancy that specialises in using emerging technology to solve difficult problems, get new ideas to market or disrupt traditional business models. With a cross-functional team of 150+ people across Australia and New Zealand, DiUS provides game-changing approaches to cloud enablement and digital product development coupled with expertise in Internet of Things (IoT), big data, machine learning (ML) and generative AI

Want to know more about how DiUS can help you?

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DiUS wishes to acknowledge the Traditional Custodians of the lands on which we work and gather at both our Melbourne and Sydney offices. We pay respect to Elders past, present and emerging and celebrate the diversity of Aboriginal peoples and their ongoing cultures and connections to the lands and waters of Australia.

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