Shifting industries from cybersecurity to edge AI

By Staff Report January 7, 2025 3:20 pm IST

Artificial Intelligence (AI) and Data Science have transformed the tech industry, with a 20-30% increase in efficiency and a projected global AI market of $190 billion by 2025. The future of AI and data science holds immense potential to redefine industries and create exciting opportunities.

Artificial Intelligence (AI) and Data Science have become transformative forces in the tech industry, reshaping how businesses operate and innovate. According to industry estimates, organisations leveraging AI in their operations have seen a 20-30% increase in efficiency, and the global AI market is projected to grow to $190 billion by 2025. 

Many of us think that the AI wave will eliminate our reliance on humans. But that is not true. AI has consistently been increasing efficiency and creating new opportunities. But to harness these opportunities, it’s crucial to stay informed and adapt to the future of AI.

The top 5 AI and data trends to watch for 2025

Quantum computing and the convergence of AI

Quantum AI results in the merging of two revolutionary domains: quantum computing and artificial intelligence. By leveraging both domains, we can solve problems beyond the ability of classical systems. In the upcoming year, quantum computing and AI will make a breakthrough in the areas of climate optimisation, drug findings, and financial management. And Google is already demonstrating a 70x speedup in AI training through quantum computing in 2024.

Cybersecurity and AI-Enabled Threat Detection

As the world becomes increasingly digital, the fear of cyberattacks grows in parallel. This escalating concern calls for advancements in cybersecurity, leveraging the power of AI, because AI-driven systems can detect unusual behaviours to a greater extent. Those behaviours include unauthorised access or abnormal data traffic. AI can respond to these threats in real time to mitigate risks. Hence, AI-driven security solutions are expected to reduce the cost of data breaches by 35% by 2025, according to an industry report. This makes AI a critical tool for businesses looking to enhance their security infrastructure.

Explainable AI – XAI

Explainable AI is the bridge that builds trust between the world of technology and humans. One such example is fair lending practices used by banks; in this case, XAI can provide banks with clear explanations for loan denials. While AI is now in every sector, the demand for transparency in AI decision-making is also growing—XAI ensures that. By 2025, XAI will be a standard in industries like medical diagnostics and finance, where understanding how decisions are made is crucial.

Automated data processing powered by AI

AI-based data processing has significant potential to streamline workflows and generate greater profits for businesses, irrespective of their industry. AI-powered tools automate data collection, cleaning, and integration, significantly speeding up the analytics process and improving accuracy. According to an industry report, there is a prediction that by 2025, 70% of organisations will adopt AI-driven data processing solutions. IBM’s tools have already reduced data preparation times by up to 80%, and this trend is expected to continue as AI tools become more advanced and widely adopted.

Edge AI

Edge AI is transforming how AI interacts with data. Rather than sending data to centralised servers, edge AI processes information directly on devices like smartphones, autonomous vehicles, and smart sensors. This enables real-time decision-making, which is especially important for applications like self-driving cars, where instant analysis of data is essential for safety. By 2025, it’s expected that 75% of enterprise data will be processed at the edge, compared to just 10% in 2020. This trend is especially significant in sectors like healthcare and manufacturing, where real-time processing can enhance efficiency and security.

The future of AI and Data science in 2025 holds immense potential to reshape the way we live and work. From AI-driven cybersecurity to the convergence of quantum computing and AI, the next few years will bring a wave of innovation that will redefine industries and create exciting opportunities.

Source: TeamLease Digital