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kudi.ai , 5 other Artificial Intelligence startups to look out for in Africa.

Digital All Stars is a series of articles which aims to celebrate the best of South African digital. The articles, which will appear on Memeburn and Ventureburn, recognise and celebrate South Africa’s best digital entrepreneurs, business people, advertisers, and media professionals among others.
In this piece we take a look at some interesting African startups involved in developing artificial intelligence (AI) solutions.

Kudi.ai
Nigerian startup Kudi.ai has developed a chatbot which allows users to make payments and send money to friends and family in Nigeria via messaging. The company is a graduate of the YCombinator Winter 2017 batch.
Pelumi Aboluwarin (pictured above, left with co-founder Yinka Adewale) says the founders began working on Kudi in July last year. “We registered an entity two months after and ran a private beta in December 2016. We launched publicly in January 2017,” says Aboluwarin. The company has seven employees.
The company uses AI to understand user requests, drive conversations, understand user spending habits and prevent fraud. “We developed it in-house using a variety of machine learning techniques,” says Aboluwarin.
The startup has put together a business-to-business solution too, which it is piloting with banks and telecommunication companies.
“After YCombinator we’ve raised additional seed funding from a group of angel investors in the valley and in Nigeria,” says Aboluwarin.

Aajoh
Nigerian startup Aajoh uses artificial intelligence to help individuals that send a list of their symptoms via text, audio and photographs, to diagnose their medical condition.
The business was started in February last year — by Simi Adejumo (who is the CEO), Zuby Onwuta, Vikas Ramachandra, Ike Ilochonwu and Charles Ademola — with an angel investment of $10 000.
The company has two companies and 35 users signed up for its pilot programme. “Our present go-to-market strategy involves getting companies to sign up to the platform as part of staff health benefits,” says Adejumo.
Adejumo said the app won’t replace medical diagnoses but will allow doctors to make the best use of their time by allowing them to focus on the patients that need physical care.
“In frontier markets, there’s a high patient to doctor ratio with Nigeria having a 4000 to one patient-to-doctor ratio, in proper context on the average an individual spends about 20 minutes with a GP, so assuming the population fell ill (all) at once, it would take over 55 days to get care,” he says.
The company’s immediate plans are to grow its pilot programme and then expand to India. “By August we aim to have implemented partnerships with key pharmacies across Lagos and Abuja, Nigeria and increased our user base to 1000.”

DataProphet
South African startup DataProphet last year received a significant investment of an undisclosed amount from Yellowwoods Capital Holdings to expand its international offering. As part of the deal, DataProphet will act as the advanced analytics partner for the group.
The startup, based in Cape Town, has developed various machine-learning interventions, mainly for the finance and insurance sector. It has also added a number of large industrial and fast-moving consumer goods clients, some of which are international clients.
Among the applications the startup has designed are a conversational agent for inquiries and a solution to detect emotion via image which has been integrated into a game for major Japanese publisher Bandai Namco.
Daniel Schwartzkopff (pictured right, with co-founder Frans Cronje) says four years on the company has seen it now turning a profit and no longer relying on “burning VC funds”.
The company has 18 employees and Schwartzkopff says their immediate plans include fleshing out its product offering for the conversational agent and expanding overseas sales, primarily in the US (the company already has a sales office in San Francisco).
“It is very cost effective for US businesses to utilise DataProphet as we have a major cost advantage by operating out of SA,” he adds.

Clevva
Founded in 2011 by Dayne and Ryan Falkenberg and Mark Pederson, the Stellenbosch-based company uses virtual advisors on artificial intelligence platforms to advise sales and technical consultants.
The platform has been adopted by a wide number of large organisations in the banking, insurance, telecommunications, oil & gas, software and electronics sectors. These clients typically have large numbers of staff dealing with sales, service and operations.
Clevva has since its inception been entirely self-funded by the company’s co-founders and directors. At present the company has a team of seven.
The startup has been recognised by a wide range of industry bodies, including being showcased by Gartner in 2015 as one of six African Innovations and selected by Microsoft to be part of its BizSpark programme.
Clevva is looking to expand globally, starting with the UK and Australia and then heading to the US in the next 12 to 18 months.

Aerobotics
Founded by Benji Meltzer and James Paterson in 2014, Cape Town based Aerobotics develops AI systems for drones.
The company uses AI to assist farming consultants in South Africa, Australia and the UK to analyse processed maps and extract actionable information to identify problem areas in crops such as wheat, macadamia nuts, citrus and sugar cane. This enables the company to develop variable rate fertilisation application maps and predict the yield of crops.
“We have built technology that goes as far as identifying and classifying individual trees (using computer vision and machine learning) and then additional algorithms that track each of these trees, with a number of metrics per tree (health, biomass, canopy area, etc) over time,” explains Meltzer.
So far, the startup, which has 11 employees and has previously been selected for Startupbootcamp Insurtech accelerator programme in London, has used its own funds to finance operations, but signed a term sheet in March for its first round of funding.
“The tech is at a point now where we’re ready to scale operations and we’re looking to build partnerships with major players in industry. In the future we’d like to explore additional industries that would be interested in this data,” says Meltzer.

Stockshop.co.za
Founded by former equity-derivatives specialist Annabel Dallamore together with Julian Dallamore and Mark Karimov in 2013, Johannesburg startup Stockshop.co.za offers a number of artificial intelligence solutions to financial institutions such as banks and insurance companies.
These include a conversational user interface (a bot in its infancy) that match-makes available financial consultants or brokers with client leads. The startup has also developed a bot interface that completes real-time identity verification checks on behalf of banks and financial institutions in line with requirements under the Financial Intelligence Centre Act (FICA).
The startup has also developed a solution that uses an algorithm that pairs financial behaviour, spending and other data along with emotional cues and provides clients with assistance around financial matters such as payments, administration, rewards, education, analytics and tracking.
It’s also launched a micro-insurance platform in April that is unique to the African market.
In 2013 the company received support from the Seed Engine accelerator and has raised funding from two angel investors and a venture capital fund, for an undisclosed sum. It now has 11 employees.

Source: ventureburn.com


Whatsaminar Series I: AI development in Nigeria, Challenges and Opportunities


Nigerian youths took to the WhatsApp platform to rub minds and enlighten one another about the topic that became the subject of intriguing exchanges between Messrs. Elon Musk and Mark Zuckerberg—Artificial Intelligence.
The occasion was moderated by Joshua Funbi Koya or JFK, and he started with an explanation of how the session was to proceed.
The panel  had Oluwafunmilayo Oshinubi. Olawale Abiola, Niyi Oke and Akolade Okunola, all of whom were graduates of the department of electronic & electrical engineering, Obafemi Awolowo University.

After presenting and welcoming members of the panel, the moderator delved into the serious business of the night as he fired the first question, asking members of the panel to explain what they understood by AI the first time they heard about it.
While Akolade Okunola suggested that football gaming presented him with understanding AI the first time, Oluwafunmilayo Oshinubi mentioned that a humorous encounter between Soji Ilori, a lecturer at Obafemi Awolowo University, and one of his project students at the time let her to venture into artificial intelligence.
For Olawale Abiola, the movie, “I, Robot” was the premise on which he found AI whereas Niyi Oke opened up that he had thought it referred to the brainbox of a robot before he found out that it is much more than that.

What is Artificial Intelligence?
All four panelists agreed to the idea that AI seeks to imbue or equip machines or computers with the human intelligence and even sentience. According to the moderator, this definition of AI explained why it has become amazing or controversial, whichever way people choose to look at it.

What AI is not 
The panelists then clarified that AI and robots were not the same. Oke mentioned that “AI is not automation. AI is not robots. AI is basically a piece of software that learns and can apply its learnings to serve any purpose you can choose”. In her statement to corroborate this position, Oshinubi maintained that “not all robots are artificially intelligent.”
Okunola highlighted that it was easier to think about what constituted AI rather than what did not, as there were limitless opportunities. He then suggested that the less developed nations could have much to show as to what did not constitute AI because of “how crudely we detect faults in power lines, manage tourism business, handle crime detection and management, and so forth”.
Abiola added that “any device, software or bot that cannot learn from its environment and take possible actions of survival cannot be termed AI”.

Application of AI
When prompted by the moderator, the panelists started to mention real world
examples of the applications of AI.
Oke pointed to the Facebook image recognition AI for tagging friends in pictures while Abiola talked about the optical character recognition software for detecting texts in pictures, as well as the YouTube speech recognition feature.
Oshinubi indicated that a project she was working on was to serve as a house assistant, and would recognize speech and detect actions. Okunola rounded off with the example of the Google app that learns one’s persistently visited topics and then provides targeted content based on the user’s interests that it has learnt. He also gave an example bordering on the use of hotel assistants that could help hotel managers and users manage their experiences better.

Opportunities in AI
The panelists seemed to agree that education and enlightenment were the key first steps to tapping into AI. Oluwafunmilayo Oshinubi advised the group to be “openminded” and to expect the “unthinkable”.
Similarly, Akolade Okunola noted that “the starting point is for us to keep ourselves updated with [what] our peers do globally”. He then went on to warn that mediocrity should never be tolerated, saying “And this is why I stand on the point that we should never ever allow our society impose or foist mediocrity on us as the way to go”. He encouraged members of the group to learn the science of AI on educational platforms and to take important cues from the manner in which companies abroad did “basic” things such as “farming, microgrid set up and so on”. In rounding off on the point, he
urged members of the group to regard the exchanges between Messrs. Musk and Zuckerberg as “a battle of wits that must be seen from an open-minded perspective, rather than the bias that each of them exudes”.
Niyi Oke stated that as electrical engineers, members of the group had started to be equipped for AI, because, according to him, “All of us have the background knowledge of electrical engineering which is the grandmother of AI with computer science being its mother”. He concluded that the forum was helping to learn about AI, and that members of the group should then look to apply what they learn to whatever they loved to do, and not necessarily “techy stuff”.
Olawale Abiola quoted a 2017 PWC report that, according to him, stated that “63% of 2500 consumers agree that AI would help solve complex problems that plague modern society”. He went on to calm members of the group down about the fears of purported job losses as a result of AI, quipping that “With regards to loss of jobs as a result of AI, new jobs will emerge due to [these] evolving technologies”.
JFK, the moderator, then suggested that Abiola had “touched a very sensitive part that psychologists would be interested in to defend why AI cannot win humans” after the latter posited that AI merely does what it has been trained to do, and does not have “social awareness, conscience, mercy or remorse”.

 Q & A session with the Audience
In response to Abdulhafeez Odetoyinbo’s question as to what “economic sense” it made to “spend so much to build something that will mimic human intelligence alone” after he had listed beneficial areas of AI such as in geology and health, Niyi Oke asserted that “the truth is we have not even been able to mimic the brain yet, not even close” while Akolade Okunola suggested that such expenses as mentioned by Odetoyinbo could actually yield a good return on investment, citing the Boeing example.
On his part, Adedoyin Betiku wondered as to the possibility of the society getting to a stage, with further AI developments, such that human creation such as robots would start to see their creators as “inferior” since “AI in its truest [form] will be so advanced that it goes back to the basics of Eden, knowledge of good and evil”.
Niyi Oke then expressed, in response to Betiku, that he thought “AI is only as powerful as what we put it in charge of”. He continued, “If we put it in charge of governance, it will govern our lives. And may decide to eliminate us”.
Also responding to Betiku, Akolade Okunola dismissed the fears as being part of the “hysteria” that comes with new knowledge discoveries but insisted that government and policy makers must spearhead the development in AI so as to provide a clear direction for the society.
In commenting on Betiku’s question, Olawale Abiola mentioned that “the greater threat from AI comes from developing machines that are better decision makers than us”.
Wandji Danube shared information about his graduate studies in respect of AI, and mentioned that he was interested in using neural networks and fuzzy logic to aid “the control as well as kinematic mapping of robotic manipulators”. Danube and Okunola then shared their views about the development of AI being aided by Neuroscience advances.
Gbenga Falodun queried as to what the panelists thought would be the threshold in the development of AI, and if they thought humans could create humans. For Okunola, “it is hard to predict what the threshold will be at the end, but I do not realistically see humans create humans. It is frankly an unrealistic thing to do”.
For Oke, “We can surely create something very close [to humans]. If we get AI right, add some humanoid robot and we have something very close. But I do not think [we] can create a human with tissues, hearts and brains with DNA, evolution and soul”.
Olufunke Balogun, however, disagreed with Oke on this position. Odetoyinbo and Okunola then noted that so much more was still to be learnt about the brain, and this suggested that AI still had a very long way to go in its development, since it had yet to come near the brain, in terms of functionality, with the limited knowledge about the latter that the society presently has.
In rounding off the Whatsaminar, Oke warned that putting AI in charge of robotic
troops’ deployment amounted to “looking for trouble”.
The overall commentary about the session was that it was civil, fruitful, enlightening
and enriching, and apart from the top quality of the ideas that the panelists mooted, the
beautiful and constructive commentary and interjections by the moderator, and later on
members of the group, as the event proceeded, helped to spice things up.

Background Note
This whatsaminar—coined from the name of the platform on which it is
presently hosted, WhatsApp, and the word “seminar” was hosted by OAU Elect/Elect class of 2014 (NUCLEUS) led by Betiku Adedoyin and Arowele Ayomide.