Real-World GenAI How Businesses Are Winning with AI Today

Let's explore how companies – including those in Finland's digitally savvy market – are leveraging GenAI for automation, content creation, and customer interaction, and separating genuine ROI from the noise.
Beyond the Hype: Real Value Emerges
It's easy to get swept up in grand AI promises. But forward-thinking businesses are zeroing in on use cases that actually move the needle. For instance, Walmart harnessed generative AI to personalize marketing content at scale, dynamically tailoring product recommendations and emails to each customer. The payoff was higher engagement and conversion – a direct boost to sales, not just tech for tech's sake.
This contrasts sharply with the hype projects that never go beyond flashy demos. The lesson? Focus on AI initiatives that align with clear business goals (like increasing customer spend or speeding up service), and you'll find the substance amid the buzz.
In Finland, where digital adoption is high, companies are increasingly focusing on practical AI deployments. Over one-third of Finnish businesses were using at least one AI tool in 2023, up from just a quarter the year before. This rapid growth signals that local firms are eager to implement AI, not just talk about it. Still, many execs rightly ask: which AI applications truly deliver value? The answer lies in real-world success stories.

Automation That Elevates Efficiency
One area GenAI shines is automating routine tasks and workflows. Unlike earlier AI that often stumbled on unstructured data, today's GenAI can ingest messy real-world inputs and produce useful output. Take customer support: Finland's OP Financial Group, for example, deployed an AI chatbot to handle common insurance inquiries in Finnish. The result was faster service for customers without adding headcount – in fact, the bot now automates twice as many conversations as expected, freeing up human agents for complex cases.
The business outcome is clear: shorter wait times for customers and a scalable service model that drives ROI. Another win through GenAI automation is internal content generation. Modern AI models draft emails, reports, even code, letting employees focus on higher-value work. We've seen companies auto-generate product descriptions and social media posts in seconds, maintaining quality and brand voice.
Content Creation at Scale – with a Human Touch

Content-hungry functions like marketing and sales are getting a major boost from GenAI. Instead of blank-page paralysis, teams now have AI partners that draft campaign slogans, generate ad copy variations, or even produce multilingual content for new markets at the click of a button. A global retailer, for instance, achieved a leap in personalization by having AI generate unique homepage banners and product suggestions for each shopper.
This kind of tailored content used to be impractical at scale – now it's a competitive advantage that drives customer engagement. The hype fades when you see a clear metric like higher click-through rates or increased time on site due to AI-driven personalization.
It's important, however, to keep the human touch. AI can draft an email to a client, but a human should refine the tone to ensure it genuinely resonates. Finnish businesses, known for their trust-based customer relationships, need to balance AI efficiency with authenticity. Think of GenAI as a creative catalyst: it provides the first draft or idea, and your team adds the finesse that reflects your brand's voice and values.
Separating Myths from Reality
Amid these examples, it's crucial to distinguish AI myths from reality. Myth: 'AI will magically solve everything.' Reality: AI is a tool, not a strategy on its own. It excels at certain tasks - like generating text, images, predictions - but it needs clear objectives and quality data. Another myth: 'You need a giant budget or tech team to use GenAI.' Reality: thanks to cloud services and APIs, even lean teams can pilot generative AI solutions with minimal investment.

Insight for Finnish Digital Leaders
For Finnish companies operating in competitive digital markets, the takeaway is clear: GenAI is delivering real-world business value today. It's not an R&D science project anymore – it's in your customer service center, your marketing department, your product development cycle. The early adopters are already reaping benefits like faster loan processing in banking, higher e-commerce conversion rates, and smarter automation of internal processes.
What's common in those success stories? A pragmatic approach: they start with a specific pain point or opportunity, apply GenAI in a targeted way, and measure the results. They remain grounded (not expecting perfection on day one) and iterate based on feedback.
As a decision-maker, you should be looking at your business and asking: Where could generative AI make a difference right now? Maybe it's speeding up content creation for your online channels, or providing quicker responses to customer inquiries, or assisting developers in writing code. Start with a pilot in one area to test the waters.
About Vertical
Ease into AI with Vertical
The companies winning with AI today started with small, well-defined projects. Follow their lead, and begin your journey with ease from hype to success.