
From sci-fi fantasy to boardroom priority, artificial intelligence has crossed a threshold. As it embeds itself into critical business systems, from finance to infrastructure, from robotics to cybersecurity, AI Appreciation Day is an opportunity to reflect and ask: What does it take to make AI truly work for business and society?
To mark the occasion, NODE spoke to technology leaders across the industry who are helping answer that question.
Embedding AI where it matters
AI is no longer confined to pilots or proof-of-concepts. Leaders across sectors are focused on making it deliver real business value.
AI Appreciation Day is a timely moment to reflect on how AI is transforming the finance function, not with hype, but with real, measurable impact. Integrating AI into core workflows unlocks real-time visibility and predictive insights that drive smarter, faster decisions. When AI is embedded into finance operations, from accounts payable to cash flow forecasting, it can uncover patterns and trends, surface anomalies, and deliver real-time insights that improve productivity and inform more confident decision-making.
Laying the groundwork
Beneath AI’s visible breakthroughs lies the less glamorous, but vital, question of infrastructure — data, systems and strategy that allow AI to scale safely and work reliably.
AI’s impact depends on how quickly it can process vast amounts of data and how effortlessly it can scale to meet growing demands. As it continues to evolve, the technology that supports this speed and scale becomes the unsung hero, enabling breakthroughs that were once unimaginable. Today, we celebrate not just AI itself, but the critical infrastructure and systems that drive its performance.
Empowerment, education and evolving roles
Far from replacing people, the most successful AI strategies focus on empowering them. And that starts with deliberate, inclusive implementation.
Nearly half of workers already use AI to automate tasks, yet just 37% of entry-level employees believe it will make their job more satisfying. Organisations should make AI a deliberate, accessible and continuous improvement opportunity for all employees because helping people apply AI with purpose is what turns adoption into impact – and lays the groundwork for long-term success.
AI has given us astonishing tools, sparks of insight, speed and scale that once lived only in science fiction. But turning that potential into real-world value still demands human clarity and discipline. The systems are here. The complexity is real. And so is our ability to rise to the challenge.
Building trust and guardrails
As AI’s power grows, so too does its potential for harm. That’s why transparency and governance are top of mind for many industry leaders.
AI Appreciation Day highlights not only AI’s potential to drive innovation in financial services, but also the need for thoughtful, responsible adoption. Generative AI has already been exploited to commit expense fraud. Businesses must shift from reactive experimentation of AI to a more proactive, strategic approach. Traditional expense processes, like many manual financial tasks, are fast becoming obsolete in the AI era.
As businesses move to adopt agentic AI, the focus must remain on embedding the right guardrails, governance, and delivering real value to customers. Government investment remains essential. Initiatives like the UK’s £2bn AI Action Plan are key to maintaining innovation and enabling organisations of all sizes to access and benefit from advanced AI capabilities.
Agentic AI and what comes next
The next evolution of AI isn’t just about better prediction or faster output. It’s about systems that act with autonomy and intent — agentic AI.
A day to reflect and refocus
AI Appreciation Day is more than a celebration, it’s a chance to critically assess how AI is being applied, who it’s benefiting, and what it needs to succeed. From infrastructure to innovation, education to ethics, the message is clear: AI is powerful, but purpose, planning and people are what make it meaningful.