Cyclotron helps organizations leverage high-value AI by focusing on strategic applications and robust data governance. Discover how our approach transforms complex problem-solving, enhances data quality, and drives innovation, enabling businesses to achieve sustainable growth and success.
Author: Andrew Fletcher,
VP Azure Innovation @ Cyclotron
Every conversation I’ve had lately eventually leads to some discussion of Artificial Intelligence (AI). The topics range from: data privacy concerns, total lack of understanding of what AI is, to concerns over the energy required, enthusiasm for the benefits of AI - and, most often, what the world will look like in the future with AI.
Leading a team responsible for helping our clients navigate these issues presents new challenges every day. The pace of technical innovation today is unprecedented and keeping up can often feel like a full-time job. After countless conversations with our clients, we’ve distilled several key takeaways that every organization should consider if they want to maximize the value of AI for their business:
It’s not just about cost cutting. Overfocus on productivity misses the real value of generative AI. One example benefit could include: helping teams brainstorm ideas that deliver greater impact, increasing customer engagement and revenue growth.
Focus on big problems. Unsure of where to start, many miss the opportunity to explore and challenge traditional approaches. Realizing significant value with AI requires looking at the larger picture, identifying the critical or high impact challenges your organization is facing, and thinking creatively and strategically about how AI can solve those complex issues.
It’s all about data! High value AI focuses on curated, vetted, clean proprietary data. High performing organizations establish a robust data governance framework, implementing policies and procedures ensuring compliance, security, and data quality.
The interface matters. The chat interface presents ease of use and familiarity for users, but it misses the big picture and can lull you into complacency or stagnation with a platform that should continue to evolve as your business does.
AI is not the answer. AI requires rigorous verification. Vulnerability to biases can inadvertently be perpetuated in training data and incorrect AI decisions can lead to poor business outcomes – or worse, injuries or fatalities depending on the industry. Verification helps reduce potential severe consequences.
Old code is just that. Generative AI can accelerate retiring tech debt and deliver modern architectures faster than ever before.
It’s not about one use-case. Enabling effective AI isn’t just about solving one problem today – It’s about building a platform that can continuously be built upon to solve new problems and evolve with your organization.
Navigating the rapidly evolving landscape of AI, it's clear that the technology's potential extends far beyond simple automation or cost-cutting measures. Actualizing the value of AI lies in its ability to transform how we approach complex problems, leverage data assets, and reimagine technological infrastructure.
By focusing on high-value applications, building robust AI platforms, and maintaining a critical eye towards verification and data quality, organizations can harness the power of AI to drive innovation and create lasting impact. AI is not a silver bullet, but a powerful tool that, when wielded thoughtfully and strategically, can unlock opportunities for growth and advancement.
Ready to re-imagine your business with AI? Get in touch at cyclotron.com/get-started for more information.