Generative AI is a fast-developing and much talked-about technology that can drive the way businesses operate. It is not just a tool for technical experts, but offers tangible opportunities to improve business. For example, it can help companies automate complex processes, create personalised customer experiences or discover new business models.
Skillwell's approach to generative AI is simple and effective: we help our customers use AI in tangible and measurable ways. First, we work together to identify the areas of the business where AI can deliver the most value; for example, improving customer service or developing new products using AI. With the AWS Proof of Concept Fund, we offer the opportunity to experiment with generative AI without a large upfront investment. You can test its benefits before making larger commitments. During the trial phase, Skillwell experts will ensure that the solution is built according to AWS best practices - making the project secure, scalable and ready for production quickly.
Generative AI may seem complex, but Skillwell makes it understandable and tangible. Our goal is for every customer to see the potential of AI and be able to leverage it in their business.
Mapping and start-up - From idea to experiment
Successful implementation of generative AI starts with a thorough mapping process, where Skillwell experts work closely with the customer. The goal is to identify the specific areas of the business where AI can deliver the most value. This could mean automating customer service, optimising production processes or developing new AI-based service models.
The mapping phase will focus on defining a clear and concrete use case. This is not just a technical exercise, but a business exercise - figuring out how AI can be used to support your goals and growth plans. Skillwell will help the client choose where the AI solution will deliver the fastest and most visible results - whether it's cost savings, improved efficiency or a better customer experience.
This phase is critical as it lays the foundation for successful deployment of the AI solution. Successful mapping and a clear strategy will ensure that the next steps - all the way to production - can be implemented in a controlled and planned way, bringing competitive advantage and significant business benefits to the company.
Proof of Concept (POC) - Pilot phase with AWS support
Once the mapping has been completed and a concrete use case has been defined, the Proof of Concept (POC) phase is initiated. This phase is key to the success of a generative AI project, as it tests and validates the solution in a real environment. The AWS POC Fund provides funding for this, eliminating the need for large upfront investments and enabling safe and cost-effective experimentation.
Skillwell experts design and implement the POC solution in accordance with AWS best practices: the trial is conducted in a controlled and secure environment. The POC phase aims to deliver tangible results quickly so that the customer can see the real benefits of AI and be confident that the solution will deliver business value. It also highlights potential challenges and areas for improvement, allowing the solution to be fine-tuned before moving into production.
With the infrastructure and funding provided by AWS, Skillwell is able to bring its customers the opportunity to experiment with generative AI at low risk. Concretely, the potential of AI is seen and understood, creating a strong foundation.
At the end of the POC phase, the results achieved will be evaluated and it will be determined how to scale and integrate the solution into the business. This phase ensures that the transition to production is orderly and that the AI solution meets the company's strategic objectives and business needs.
Transition to production - Scalability and optimisation of AI
Once the Proof of Concept (POC) phase has been successfully completed and the benefits of the AI solution have been proven, the critical phase is moved on to production. Skillwell ensures that the transition is managed and planned using the AWS infrastructure to maintain the scalability and security of the solution for wider deployment.
Close collaboration will ensure that the AI solution integrates seamlessly into existing systems and processes. This can include optimising data management, ensuring performance, testing and fine-tuning the operating environment. The key objective is to ensure that the AI solution works efficiently and delivers value from the moment it is deployed.
However, the transition to production is just the beginning - Skillwell's support will continue beyond. We provide ongoing advice and optimisation to keep the solution up to date and adapt to changing business needs. Continuous development ensures that the solution not only meets the objectives of the moment, but evolves and delivers value over the long term. Skillwell's ongoing support and AWS' scalable infrastructure will enable tangible and measurable benefits well into the future.
This gradual transition and optimization will ensure that generative AI does not remain a one-off experiment, but becomes part of a company's strategic growth plan and competitive advantage.
AI as part of strategic growth
Generative AI offers companies the opportunity to innovate and evolve their business in ways that were previously impossible. Skillwell's experts and the infrastructure provided by AWS enable AI deployment to be managed, cost-effective and deliver tangible results. From the mapping phase through Proof of Concept (POC) to full-scale production, each step is carefully planned to ensure the AI solution meets your needs and strategic objectives.
Skillwell's support does not end at the production stage, but continues with ongoing optimization and expertise - keeping the solution relevant, continuously delivering value, adapting to changing needs and market evolution. Skillwell acts as a partner, building technology solutions and helping to deliver business benefits.
Generative AI is therefore not just a technical experiment - it is a strategic investment that delivers tangible benefits and competitive advantage when implemented correctly. With Skillwell's support, your business can realise the full potential of AI and build a strong foundation for future growth.
Learn more about Generative AI, our operating model and download our guide on our Generative AI service page, or contact our experts!
Contact our experts and learn more!
Harri Ilvonen
harri.ilvonen@skillwell.fi
+358 400 830 660
Jari Ikävalko
jari.ikavalko@skillwell.fi
+358 50 386 5590
