The head of the UK's financial regulator is to warn that banks, investors and insurers will have to ramp up their spending to combat scammers using artificial intelligence to commit fraud. Nikhil Rathi, the chief executive of the Financial Conduct Authority (FCA), will say that there are risks of "cyber fraud, cyber-attacks and identity fraud increasing in scale and sophistication and effectiveness" as artificial intelligence (AI) becomes more widespread, in a speech in London on Wednesday. Rapid advances in the sophistication of generative AI by companies such as OpenAI and Midjourney have set companies scrambling to work out how to use the technology to improve productivity. The technology has also prompted concerns over the ease with which users can fake language, audio and video. The prime minister, Rishi Sunak, is hoping to make the UK a centre for the regulation of AI.

This is my second time at the startup rodeo. So as we were starting up my thoughts were on minimum viable product and go-to-market strategy. But we were throwing AI into the mix and an AI startup is a whole different ball game, as I came to realize pretty soon. AI needs a specific mindset, it demands that you think about scale really early, and it requires a high level of commitment and capability in engineering teams that can build for and handle this scale. Now, AI is almost an essential weapon in a SaaS startup's arsenal.

With the Indian B2B segment rapidly evolving, it only makes sense that technology-driven models are deployed for effective management of not only specific processes but also entire businesses. Also, with automation and disruptive technology being at the forefront, the need of the hour is for seamless integration of these within business management solutions. When it comes to management of various business processes, smart solutions should be devised for aspects which potentially require micro-management. A classic example here is expense tracking. "AI is accelerating the velocity and ease of payments for consumers," states Rathi to Entrepreneur India.