AI
Getting your AI foundations right
Beyond the hype AI offers new and exciting ways to develop your business, but getting your foundations right will be the difference between success and expensive failure.
While machine learning has been a feature of many corporate environments for some time, there is now a rush to adopt generative AI. Meanwhile agentic AI is pushing the limits of autonomy and trust for machine-led processing.
Some bold adopters of these new capabilities will emerge as early winners in th battle to exploit AI, but others will suffer expensive failures or reputational damage when the machines “go wrong”.
The Problem
With Board level interest to it is no surprise that CIOs are trying to work out how AI technologies will fit into their existing strategies. With such high stakes it is critical to get your foundations right. Will you implement explainable AI to help you justify machine driven decision making? Do you understand the data that is feeding your LLM and are you confident that you can avoid hallucinations? At what point should you introduce a “human in the loop” and will that erode potential efficiency savings?
The Refractis Way
Refractis can help you to get the foundations for your AI programmes in place; understanding the quality of your data, ensuring a robust governance framework is in place, and delivering a clear infrastructure strategy that will scale with your processing requirements.
AI Angles
