Thai organisations have increased the use of artificial intelligence (AI) since the outbreak of COVID-19. Many large companies have invested in machine learning (ML) and other AI technologies to optimise data management.
“Most of them are using AI for internal improvements and upskilling their workforce on how to use AI or using AI on multiple platforms. Many companies are now optimising AI to maximise their data management,” she said.
Vilaiporn said that companies can find many types of platforms that embed AI into various functions, such as customer service platforms with intelligent customer analytics, AI accounting platforms with financial statement analysis, HR platforms with employee engagement and data analytics, and smart sales platforms with sales growth analytics.
Building trust with a responsible AI framework
Vilaiporn added that companies must consider using responsible AI. Most Thai companies are only focusing on the benefits and use of AI to optimise their business, unlike companies in other leading countries that are also using AI to reduce bias. This mindset brings about an enormous impact on overall consumer confidence and trust.
“Many of the world’s leading companies have advanced to the next level of AI usage by focusing on how RAI can help to mitigate biases. For example, PwC’s Responsible AI Toolkit is a suite of customisable frameworks, tools and processes designed to help companies harness the power of AI in an ethical and responsible manner,” said Vilaiporn.
The study also highlights five areas where companies can harness AI’s potential
No uncertainty here: 52% of our survey respondents sped up their AI adoption plans in the wake of the pandemic, which will have an impact for years to come. When considering not just the benefits but the costs, 76% of organisations are barely breaking even on their AI investments. However, of all the participants in our survey, 86% say that AI will be a ‘mainstream technology’ at their company in 2021. They see AI paying off in concrete ways, with benefits ranging from revenue growth and better decision-making to improved customer experience.
Your strategic ally: Business leaders should use AI as their business partner to help maximise the organisation’s key strategies. Investing in AI for workforce planning, simulation modelling and supply chain resilience, scenario planning and demand projection will help companies make faster and better decisions, especially for unforeseen situations and high-risk events.
From risk awareness to risk action: Most companies are aware of AI’s risks, but most are not actually mitigating them. Responsible AI is the only way to effectively mitigate AI risks, and it’s crucial for companies to assess their vulnerability by examining how AI affects financial, operational and reputational dangers. For example, PwC’s Responsible AI toolkit should always be on, always monitoring model performance, always searching for potential bias, always sourcing additional risks and always adapting.
Beyond upskilling: While upskilling is necessary, business leaders need to re-evaluate and develop a workforce plan that identifies new skills and roles required because of AI. Building a culture that cultivates AI is another area to be considered, as employees will need to work increasingly with data and adopt an experimental mindset, questioning and continuously seeking to improve data and models.
The model is never complete: AI reorganisation goes beyond breaking down silos. It also requires a cultural shift so that everyone’s decisions become data-based; evaluating the simulations and forecasts that AI produces from that data. As AI models are constantly improving themselves, your decisions can constantly improve as well.
“For companies that have not yet invested or are studying how to embed AI into their business, they should start by looking for use cases to see where AI can close the gaps. Piggybacking off the ideas of other organisations that have already adopted AI is another good option.
“Companies can start by adopting AI for internal functions such as HR, purchasing, accounting, manufacturing or even customer service, such as chatbots, call centres, advertising and marketing. Otherwise, they can focus on functions that require advanced analysis to see how AI could help maximise performance. All in all, companies’ flexibility will help create the AI usage that best fits their business needs,” Vilaiporn said.
Source: PwC Thailand