Artificial Intelligence and Machine Learning Empowering Business Growth for Entrepreneurs Today According to a report by IDC, spending on artificial intelligence and machine learning will reach $57.6B by 2021

By Tarun Dua

Opinions expressed by Entrepreneur contributors are their own.

You're reading Entrepreneur India, an international franchise of Entrepreneur Media.

Shutterstock

In 2018 alone, AI-related startups and ventures have secured $9.3 billion in VC funding, according to a report from PwC and CB Insights. The Indian unicorns PayTm, Swiggy, and Oyo have been investing resources to gain AI capabilities and have acquired at least one AI company.

In 2018, VCs have funded Indian AI startups with USD 478.38 million in 111 funding rounds. One of the reasons why AI & machine learning-based technologies on the rise are that the competitive advantages one can develop using them, especially with the customer experience and cost optimization. In e-commerce, for example, understanding consumer behaviour and product demand and making the right offer at the right time can be the difference between winning or losing over the competition.

Change in Working

AI in the early stages was mostly based on rule-based systems, whose ability to deliver value is limited by how well the rules are defined, which requires human expertise. In machine learning (ML) — a subset of AI — once a model is trained, the ML model can learn further through inferencing — where the ML model is put to work on real-time data.

The ability of ML models to self-learn with minimal to no human interventions has been the key in gaining interest from entrepreneurs and innovators. Whether it's shopping on Flipkart or watching movies on Netflix, the customers' experiences are vastly touched my machine learning and its subset deep learning. Curating vast amount of content and making purchase recommendations has been one of the commercially well-recognized use cases that saw huge interest from tech giants as well as well-established startups. UBS estimates that AI as a standalone industry has the potential to reach a market cap of USD 120-180 billion by 2020.

Health Care and AI

Healthcare is another field where AI and machine learning systems are expected to make a big impact. For example, a Bangalore based startup delivers precision medicine using AI and machine learning. Another Bangalore based startup analyzes medical data and generates reports using deep learning systems, which can make a huge difference in delivering timely patient-care.

Other Sectors

Machine learning is the turnkey technology that impacts many industry sectors: robotics, retail, banking, finance, self-driving, fraud-detection, weather forecasting, finding medicine for HIV, examining extraterrestrial objects, and so on. That is, AI & ML provide massive opportunities for entrepreneurs to explore, experiment, and build new businesses.

AI and machine learning applications need the power of massively parallel processing capabilities provided by GPUs. However, owning GPU hardware doesn't justify 3-year amortization costs, especially for entrepreneurs who are starting out in the AI & ML space. Also, there aren't many cost-effective GPU solutions available in the Indian market. Getting started with machine learning has become less difficult with the development and production-grade availability of Open Source frameworks.

In Conclusion

AI & ML space is still young and entrepreneurs have a massive opportunity to innovate and disrupt. There have been concerns that AI might replace our jobs on a massive scale. However, according to a study by UBS, in most areas, AI is poised to replace tasks, not jobs.

Tarun Dua

Managing Director and Co-Founder E2E Networks

Leadership

How a Mindfulness Practice Can Help You Beat Tech Overwhelm

This article explores how mindfulness can transform your tech choices, ensuring technology serves your business goals without adding unnecessary complexity.

Business News

'Nobody Ever Gave Me Anything': More Boomers Say They're Not Transferring Wealth to Family Until They're Dead

A new survey from Charles Schwab found boomers are more hesitant to distribute their wealth than other generations.

Business News

Instagram Is Offering TikTok Creators Up to $50,000 Per Month For Exclusive Content

Leaked deals show that there are strict terms to receiving the money.

Thought Leaders

10 Things I Wish I Knew Before I Took My Company Public

What I wish I would have known through the many turmoils of experience that lead to necessary wisdoms for company survival.

Business News

Here's How Much 8 CEOs Made in 2024, From JPMorgan's Jamie Dimon to Disney's Bob Iger

CEO pay is on the rise, with some making tens of millions more in 2024 than they did in 2023.