How Creatio can help companies overcome AI adoption barriers
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- October 8, 2024
- Peaceful Evolution
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In today’s digital landscape, AI technology influences everything from mobile apps to hardware. From facial recognition to voice search—used by 27% of the global online population—AI is shaping how we interact with technology. Yet, despite its widespread presence, many businesses still view AI as a complex, inaccessible tool. For forward-thinking organizations, AI is already a core part of their strategy, driving efficiency and enhancing the customer experience. However, for others, AI adoption remains challenging.
In this blog post, we’ll debunk the myth that AI is too difficult for business users and show how Creatio’s low-code platform can help companies overcome the common barriers to AI adoption.
The Importance of AI in Business Today
AI has revolutionized how businesses operate. It powers decision-making, optimizes internal processes, and improves customer experience. AI technologies such as predictive analytics and natural language processing (NLP) have proven effective in areas like forecasting outcomes, categorizing data, and improving operational efficiency. By using machine learning models, Creatio’s platform allows businesses to leverage AI to make predictions, rank data, and even calculate probabilities—tasks that would traditionally require human input but at a much slower pace.
AI is particularly valuable in today’s fast-paced world, where speed is a key competitive advantage. However, for companies that are not yet using AI, the question remains: What’s holding them back?
Common Barriers to AI Adoption
Although AI has become more accessible, several challenges continue to prevent businesses from adopting it:
- Data Quality and Quantity The success of AI systems is heavily dependent on the quality of the data they are trained on. AI needs large volumes of clean, well-organized data to identify patterns and make accurate predictions. Many companies struggle to maintain such data, hindering their ability to adopt AI effectively.
- Lack of Knowledge Many AI algorithms are technically complex and require specialized skills to implement and maintain. For companies without dedicated data scientists or AI specialists, this knowledge gap can be a significant barrier.
- Design Complexity Building AI models requires choosing the right data, parameters, and algorithms. Even a minor mistake during the design stage can negatively impact the model’s performance.
- Labor-Intensive Implementation Integrating AI into an existing business system is often a time-consuming and resource-intensive process. It involves setting up interfaces, data infrastructures, and rules that align with specific business needs, which can slow down AI adoption.
How Creatio Overcomes AI Adoption Barriers
Despite these challenges, AI adoption doesn’t have to be daunting. Creatio’s low-code platform simplifies AI implementation, making it accessible to business users and IT teams alike. Here’s how:
- Low-Code/No-Code Solutions Creatio’s platform offers low-code and no-code tools that allow businesses to build and adapt AI-powered applications with little to no coding experience. This significantly reduces the complexity of integrating AI into business processes and eliminates the need for costly developers or AI specialists.
- Pre-Built AI Models Creatio provides ready-made AI models that require minimal customization to get started. These pre-trained models, such as recommendation engines and predictive scoring mechanisms, allow businesses to leverage AI without needing deep technical expertise.
- Simplified Data Management Creatio also offers powerful data management tools that help businesses collect, organize, and analyze data effectively. This ensures that the data feeding into AI systems is of the highest quality, leading to better outcomes.
- AI for Business Users With Creatio, AI adoption is not limited to IT departments. Business users with domain expertise can configure AI models, train them with relevant data, and use them to optimize processes—without needing to involve data scientists. This democratization of AI tools makes it easier for businesses to reap the benefits of AI.
AI Trends to Watch
As AI technology continues to evolve, several trends are shaping the future of its adoption:
- Low-Code/No-Code Movement: The demand for low-code and no-code solutions continues to grow, enabling more businesses to adopt AI without technical barriers.
- Advanced Pre-Trained Language Models: Tools like GPT-4.0 have revolutionized natural language processing, making AI-powered services more accessible and effective.
- Synthetic Content Generation: AI technologies like GANs (Generative Adversarial Networks) are improving, requiring smaller datasets and boosting innovation in areas like medical applications and content creation.
Conclusion
The barriers to AI adoption are real, but they’re not insurmountable. With Creatio’s low-code platform, businesses can integrate AI into their processes quickly and cost-effectively, without needing specialized AI knowledge. By simplifying AI implementation and making it accessible to business users, Creatio is helping companies of all sizes unlock the potential of AI to drive efficiency, improve decision-making, and enhance customer experiences.
Now is the time to embrace AI and take your business to the next level. With Creatio, the tools you need to overcome AI adoption barriers are just a click away.
Inspiration source: “AI IN BUSINESS: FROM THEORY TO PRACTICE”, Creatio, E-book
Catarina Costa
Business Analyst @ Peaceful Evolution