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Powerful trends in Generative AI transforming data-driven insights for marketers
Ethan Lewis , CTO at Kochava , discusses below how the use of Gen AI allows for marketers to transform their strategies :
The intersection of AI and digital advertising to create truly engaging experiences across global audiences and cultures is reaching an inflection point . Companies everywhere are leveraging powerful trends in AI , Machine Learning ( ML ) and apps for performance marketing .
Today ’ s AI and ML technologies are allowing apps to understand speech , images and user behaviour more naturally . As a result , apps with AI capabilities are smarter and more helpful , and companies are using these technologies to create tailored experiences for customers , regardless of language or background . AI is levelling the playing field by making advanced data tools accessible to anyone , not just data scientists .
Many organisations are instituting internal restructuring with a focus on enhancing the developer experience . The aim is to leverage the full potential of AI for smart applications , providing universal access to advanced tech tools , while adapting to changes in app store policies . Engineering teams are spearheading the development of self-service platforms managed by product teams . The primary objective is to optimise developers ’ workflows , speeding up the delivery of business value and reducing stress . These changes improve the developer experience which can help companies retain top talent . applications , democratising access to advanced technologies and adapting to regulatory changes in app marketplaces .
Reimagining the future
The software and applications industry is one that evolves particularly quickly . The app market now represents a multibilliondollar sector exhibiting no signs of slowing . This rapid growth and constant change presents abundant opportunities for developers to build innovative new applications while pursuing their passions . For app developers , monitoring trends provides inspiration for maintaining engaging , innovative user experiences .
As AI integration increases , standards will develop to ensure AI can automatically interface between applications . It will utilise transactional and external data to provide insights . Applications will shift from set features to AI-driven predictions and recommendations tailored for each user . This advances data-driven decisionmaking and transforms the experience for customers , users , teams and developers .
Democratising access to GenAI across organisations has the potential to automate many tasks , lower costs and create new opportunities . It changes the competitive landscape by making vast knowledge more accessible to anyone through natural language . Increased access to information is a big trend .
Changes in regulations are also allowing third party app stores on many operating systems . This reflects a shift that provides developers new opportunities and challenges as larger publishers set up their own markets .
Trends transforming how we work
Intelligent applications : With increasing AI integration , standards will develop to ensure AI can automatically interface with other applications .
Generative AI democratisation : Democratising access to GenAI across the organisation .
Third party app stores : Regulation changes may allow third party app stores on operating systems , anticipated to increase larger publishers ’ establishment in these markets .
AI can help marketers think outside the box to find those gems that standard sources aren ’ t turning up . x
From an overall organisational structure perspective , in pursuit of a more efficient and effective approach , organisations should focus on enhancing developer experiences , leveraging AI for intelligent
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