Sange Maxaku, Xolisani Nkwentsha and Thapelo Nthite believe that language shouldn't be a barrier to accessing digital services. (PHOTO: Facebook/Xolisani Tebogo Nkwentsha)

Sange Maxaku, Xolisani Nkwentsha and Thapelo Nthite imagine that language should not be a barrier to accessing digital companies. (PHOTO: Fb/Xolisani Tebogo Nkwentsha)

What number of electrical engineers does it take to resolve language limitations in the tech area?

Three – Thapelo Nthite (26), Sange Maxaku (25) and Xolisani Nkwentsha (25).

The trio are the young founders of Botlhale AI, a South African start-up that helps companies communicate with their customers in their own languages.

Botlhale means intelligence in Tswana and the enterprise was born from seeing how many individuals wrestle to interact with expertise due to language limitations.

‘We puzzled why that isn’t a factor for African languages’

In Thapelo’s case, for occasion, one specific remark rang loud in his thoughts throughout the days main up to them establishing the corporate in 2019.

His grandmother was struggling to recharge her airtime.

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“She articulated herself properly in Tswana but she couldn’t do it herself. It all boiled down to her not understanding the language that’s written on the voucher,” Thapelo, the chief government officer of the corporate, tells YOU.

Not lengthy after the three mates, who have been learning electrical engineering on the College of Cape City on the time, mentioned doable solutions.

“We knew that there was existing technology around the world that was being utilised to help people engage with technology using spoken human language, so we wondered why that wasn’t a thing for African languages,” Thapelo says.

Chief product officer Xolisani and chief executive

Xolisani, the chief product officer, and Thapelo, the chief government officer, each studied engineering on the College of Cape City. (PHOTO: Equipped)

Their preliminary concept was to construct a banking digital assistant that understands a number of South African languages as a result of banks have been closing a few of their branches and going digital. 

“But at that time open banking wasn’t really available on the one hand, and on the other hand the technology we wanted to use wasn’t available either,” Thapelo tells us. Open banking permits third social gathering monetary and different service suppliers to have entry to knowledge from banks.

“Because of our background in electrical engineering, we decided to tackle the problem of the language side of things. We started building natural language processing tools and that’s the core of our business.”


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The instruments they provide embrace speech-to-text and text-to-speech transcription, translation and language understanding, which basically offers with an clever system’s potential to perceive pure language.

As well as to the core instruments, additionally they provide conversational AI platforms that enable companies to construct multilingual digital assistants with out writing code. 

“This virtual assistants can understand text and speech and can be deployed on chat platforms like WhatsApp or other apps and on the web, or it can be integrated into other systems,” Thapelo says.

This platform is accompanied by a multilingual helpdesk with dwell brokers who help in translating an African language if the bot is not but acquainted with it. When it reaches the shopper, it does so in their most popular language.

It’s been an fascinating journey for the engineering trio, who’ve had to find out how to maintain the enterprise facet of issues.

CEO Thapelo Nthite accepts a Datahack 4FI Innovati

Their enterprise, Botlhale, has received a number of awards. CEO Thapelo Nthite accepts a Datahack 4FI Innovation Award value $5 000. (PHOTO: Fb/Botlhale AI)

“Funding was a challenge. Last year, we kind of overestimated how long our money would last and the year before that,” says Sange, the corporate’s chief expertise operator. 

“We got to a point where we asked families for money. People took money from their savings accounts, and others took out loans to help us. It was a tough time, but because of that situation we actually learnt to be resilient,” he provides. They’ve since solved their cashflow issues.

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“Our smaller challenges included being comfortable with running a business and not just building the tech, being able to communicate with people and being able to negotiate.”

Xolisani, the chief product officer, admits it took a while for him to adapt to managing a enterprise. 

“In engineering I write code and things work and I have a good day. But in this business thing I’d have about five meetings and not much work gets done, but I had to understand that meetings are work,” he says.

The challenges pale in comparability to their achievements, although. By way of their firm they’ve managed to help shut to 1 000 young individuals with micro job alternatives.

Thapelo and Xolisani at the Grindstone accelerator

Thapelo and Xolisani attended the Grindstone accelerator programme final 12 months to assist develop their enterprise. (PHOTO: Equipped)

Having began simply 4 years in the past, their shopper base already contains massive companies similar to MTN, monetary solutions firm Finwell and IT firm Tic-It Telecoms. 

However it’s not simply all in regards to the cash for them. “It’s important to note the role our work has on preserving African languages because for a very long time African languages were not documented,” Thapelo says.

“It’s also important for solutions like this to be developed locally. As much as technology is transferrable across geography, there are very different cultures and cultural contexts that need to be taken into consideration when developing technology to maximise its use,” he continues.

“We want to begin understanding ourselves as a individuals and utilizing that understanding to develop expertise and resolve our own issues.”

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The Obsessed Guy
Hi, I'm The Obsessed Guy and I am passionate about artificial intelligence. I have spent years studying and working in the field, and I am fascinated by the potential of machine learning, deep learning, and natural language processing. I love exploring how these technologies are being used to solve real-world problems and am always eager to learn more. In my spare time, you can find me tinkering with neural networks and reading about the latest AI research.


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