Human-Centred AI: A New Key to Business Success
Human-Centred AI is an approach to artificial intelligence that places people at the heart of its design, development and objectives. This means creating AI systems around the needs, preferences and expectations of their end users – whether individuals, organisations or businesses – while taking their perspectives, values and experiences into account.
Today, AI systems can operate autonomously within specific contexts or generate recommendations and insights that enable people to make better-informed decisions.
A human-centred approach to AI is therefore not simply desirable. It is becoming essential to creating sustainable models of collaboration between people and the automation enabled by artificial intelligence, particularly as the range of AI applications continues to expand.
Human-Centred AI focuses on the interaction between people and machines, with the aim of creating systems that are intuitive, accessible and capable of adapting to users' needs. This approach also encompasses AI security, privacy and ethics, helping ensure that artificial intelligence is used to support people and improve outcomes rather than create unnecessary risks.
In short, human-centred artificial intelligence puts people at the heart of AI design and development, creating systems that respond to real needs and improve both professional activities and quality of life.
Why is Human-Centred AI important for businesses?
Human-Centred AI can deliver significant benefits for businesses for several reasons:
Improved use of AI systems: Human-centred AI enables managers and employees to make decisions that better reflect their operational requirements and understanding of a given context. This can contribute to greater operational efficiency and more effective process management.
User-centred design: User-centred design focuses on understanding users' needs and developing products and services around them. Applied to artificial intelligence, this approach helps businesses create AI solutions that are genuinely designed around the people who will use them.
Greater efficiency: Human-Centred AI can help organisations automate repetitive processes and reduce manual workloads. This can increase operational efficiency while reducing costs.
Fewer errors: AI systems designed around human needs and workflows can help reduce human error and improve the accuracy of business operations, contributing to higher-quality products and services and greater organisational effectiveness.
Competitive advantage: Adopting Human-Centred AI can provide businesses with an advantage over competitors that have yet to effectively integrate these technologies. Better AI-enabled processes and experiences can strengthen customer relationships and contribute to business growth.
Solving complex problems: Human-Centred AI can support organisations in addressing complex challenges and identifying innovative solutions, potentially enabling the development of new products and services that respond more effectively to customer needs.
Explainability: The reasoning behind decisions and recommendations generated by AI systems becomes more understandable and, consequently, easier to explain and communicate both within and outside the organisation.
AI systems must operate consistently with a human-centred design. People must also be able to determine whether an AI system is moving in the right direction and identify potential biases before they compromise an analysis or predictive model by producing outcomes that do not accurately reflect real-world conditions.
Human-Centred Artificial Intelligence therefore brings together multiple factors in a highly complex environment, both conceptually and in practical implementation. This complexity stems in part from the close relationship between design and technology required to create effective AI applications.
Ultimately, Human-Centred AI can help businesses improve explainability and customer experience, increase efficiency, reduce errors, strengthen competitive advantage and address complex challenges more effectively.
Sapiens Analytics designs Human-Centred AI solutions that adapt to the real-world environments in which businesses operate. From predictive maintenance in manufacturing and automated customer service responses to advanced marketing segmentation and public-sector process optimisation, each application is developed around the user, their needs and their operational context.
Explore how Sapiens Analytics can help your organisation develop a human-centred approach to AI: click here.
What tools and technologies are used to develop Human-Centred AI solutions?
Businesses can use a range of tools, technologies and methodologies to develop Human-Centred AI solutions.
Sapiens Analytics, a provider of artificial intelligence solutions for businesses, adopts a user-centred design approach focused on understanding users' specific needs, whether professional users in B2B applications or consumers in B2C environments.
Sapiens Analytics develops machine learning algorithms that learn from data and can improve their accuracy and performance over time. These algorithms can be used to create AI solutions capable of adapting to users' requirements and changing operational conditions.
In particular, artificial neural networks – machine learning models inspired by the structure and functioning of biological neural networks – can support AI applications capable of learning from data and continuously improving their performance.
Sapiens Analytics combines a range of technologies and methodologies to develop Human-Centred AI solutions, including user-centred design, machine learning algorithms, artificial neural networks, Natural Language Processing (NLP), voice interfaces and computer vision technologies.
By bringing these capabilities together with an understanding of real business processes and user requirements, Human-Centred AI can become a practical framework for developing artificial intelligence that is not only technologically advanced, but also understandable, usable and aligned with the people and organisations it is designed to support.
