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MARKET RESEARCH
AI enhances data analytics, but human touch remains indispensable
By our African Marketing Confederation News Team | 2024
The future of market research lies in leveraging artificial intelligence to complement and enhance traditional methods, says Ipsos expert.
Artificial Intelligence hasn’t just transformed our world, but is also profoundly affecting market research by revolutionising how companies understand and predict consumer behaviour.
This was the view of Ipsos Global Head of Product Testing, Dr Nikolai Reynolds, during a recent visit to South African clients and agencies, where he shared insights on using AI to redefine consumer research and product development.
AI is revolutionising how companies understand and predict consumer behaviour. Photo: Ipsos
“Embedding AI into core data analytics has allowed us to achieve even greater precision in our data analysis, accelerating product development cycles and providing our clients with insights that are not only faster but significantly more robust and actionable,” Reynolds commented.
He emphasised the indispensable role of human insight when integrating artificial intelligence into market research and explained that while AI significantly enhances data analytics and processing capabilities, it requires the nuanced interpretation only human minds can provide.
The synergy of technology and insight
Reynolds also addressed a critical challenge in the use of AI within market research, namely overcoming AI ‘hallucinations’. This phenomenon occurs when AI generates plausible but incorrect or irrelevant data, a common risk when AI operates without sufficient human oversight.
“We mitigate these risks by ensuring our AI systems are fed with extensive, diverse data sets and closely monitored and guided by our skilled analysts. This process helps maintain the authenticity and applicability of the insights we generate, ensuring they are deeply rooted in consumer behaviours and cultural contexts,” Reynolds explained.
Amidst concerns about AI replacing human jobs, Reynolds offered a reassuring perspective. “Artificial intelligence is transforming job roles rather than replacing them. It’s about augmenting the capabilities of staff and allowing them to engage more in strategic decision making and less in mundane tasks. This shift enhances job satisfaction and leads to richer, more creative outputs,” he explained, underscoring Ipsos’s philosophy that the best results stem from the synergy between human creativity and machine efficiency.
Precision through localisation
Addressing a key area of concern around the AI revolution, namely data authenticity and accuracy, Reynolds mentioned the need to adapt data tools to specific market contexts.
The process involves tailoring AI models to interpret local nuances, such as South Africa’s 11 official languages. However, it goes beyond simple translation to include idioms, slang and behaviours.
“To ensure the integrity and cultural relevance of our insights, we rigorously validate the AI’s outputs,” Reynolds explained. “This dual approach of localisation and validation guarantees that our market insights are both accurate and culturally attuned.”
Reynolds highlighted that the future of market research lies in leveraging AI to complement and enhance traditional methods, ensuring that insights are not only rapid but also deeply reflective of diverse consumer realities.
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