Drive success with emerging technology like gen AI

Where we are today

We know, and feedback from that recent roundtable validated for us, that at least 70 percent of organisations are exploring GenAI, yet 60 percent of organisations do not have a consistent approach to incorporating GenAI into their daily operations. Everyone is thinking about how it will drive their business forward and many are now prioritising projects, identifying the best solutions and determining the best execution approach. But it can be daunting – one client we work with has identified over 100 use cases and opportunities for GenAI, raising complex questions about where, when and how to get started.

This world is opening quickly. As recently as a year ago, most discussions about AI and machine learning took place in the context of equipping high cost and hard to find resources such as data scientists and sophisticated application developers with the resources needed to bring new, innovative tools to the table. Today, the conversation has shifted to how natural language processing (NLP) has made the ability to create productivity-enhancing tools more accessible. Now, organisations that can master GenAI may find themselves in a position to pursue important technology-enabled objectives without standing up large-scale data science programs staffed with teams having exotic skills.

With the barrier to get started with GenAI so much lower than before (and changing by the day), work that used to take three months to accomplish now takes three weeks. We say that this tool is equivalent to a low-code platform. We still need data scientists, but now, we absolutely need people who will be considered analytics translators – they understand how to apply the technology and understand the concepts.

But where will we be tomorrow . . . literally – tomorrow?

Two things have become apparent as the IT community moves beyond the initial wave of hype and hysteria over GenAI:

• Enterprises cannot ignore generative AI because it is already having an impact on organisations across industries; and
• Business and technology leaders must simultaneously move forward quickly and cautiously – concepts that do not often play well together.

As with any new tool, but particularly with this rapidly evolving one, leaders, in both tech and in the business, must change how they think about the relationship between technology and transformation initiatives and understand the strategic, operational, financial and technological implications of GenAI. While many organisations are still trying to determine how to best channel the incredible productivity improvements AI can bring, GenAI democratises the ability to create enabling technologies that drive new processes while leveraging and improving existing operations. Of course, there are concerns that must be dealt with around the inevitable encroachment of bad actors, how to govern GenAI-driven processes and how to stay abreast of the sure-to-come regulatory issues.

Getting started

To leaders who are not sure how to get started with GenAI but who recognise that they must, we suggest a path that adopts the adage of failing fast, small and forward. We have prepared an AI paper, Success with Generative AI Requires Balancing Risk with Reward, to answer the most prevalent questions we hear today. We recognise that those who appear to be succeeding tend to take a proactive, iterative and interactive approach to introducing GenAI to their organisations. They are systematic about enterprise-wide engagement. They use design thinking sessions and hackathons that are cross-disciplinary, not just technology oriented.

The difference between sustained success and stubborn frustration will involve simultaneously understanding what GenAI can do in the context of your organisation’s existing business problems and future transformation goals.

Bringing teams together to explore the degree to which GenAI can be harnessed to create short and long-term differentiation will provide clarity in planning. Workshops and exercises on those two things will reveal the unique role GenAI can play in specific organisations. These workshops will also demonstrate that GenAI is not just an enabling technology but also introduces a new way of thinking that can catalyse insights and illuminate a course of action for addressing current-state challenges and achieving future-state objectives.

Read the results of our 2023 Global Technology Executive Survey: The Innovation vs. Technical Debt Tug-of-War.

To learn more about GenAI and our emerging technology solutions, contact us.