Archive for the ‘Innovation Planning’ Category

How do we make a business case for an innovative concept given the data scarcity for the African mass market?

Anzetse Were writes some thoughtful points on the challenges facing private sector innovation in Kenya, and Africa. Two of her points caught my attention, in particular:

With regards to the private sector, an interesting point raised is that innovation targeting it must have a business case for adoption otherwise the innovation won’t be absorbed. Innovation must demonstrate that the short-term inconvenience of adoption will pay off in the long term.
[…]
We have a real problem with information asymmetry and data bias. [… ] strategies for market penetration and sharing cannot be rolled out since the lack of data means the private sector doesn’t know where the market sits.

While Anzetse has specifically focused on the interface between the private and the public sector with regards to innovation, the points she brings up are nevertheless a challenge for either or both parties.

Size and value of the market opportunity for an innovation when data is scarce

Investors in innovation for new and untapped markets need the numbers to make sense of the opportunity. A dollar value and estimated size of the market are among the conventional metrics used to provide evidence of a return on their investment. How substantial is it?

In the African context, the mass market where the volumes can be found tends to be heavily biased towards the informal sectors, and still for the most part based on cash transactions. Textbook approaches to sizing and valuing the market space fall short without accessible and relevant data.

A few years ago, we were faced with a similar challenge for Village Telco, a social enterprise launching an innovative ICT device for low cost voice and data communication. They had developed the Mesh Potato,  a device for providing low-cost telephony and Internet in areas where alternative access either doesn’t exist or is too expensive. It is a marriage of a low-cost wireless access point capable of running a mesh networking protocol with an Analog Telephony Adapter.

They were looking to enter the Kenyan market, with the notion that the cyber cafe industry would make the best target audience for their device. Their investors wanted to know the size and value of the market opportunity prior to launching the product in Kenya. Although this happened just over 6 years ago, Kenya had already made a name for itself as a forward looking mobile phone market unafraid of experimentation.

Our challenge was two-fold: We were to look at 2nd and 3rd tier towns, not just Nairobi and Mombasa. Village Telco was looking to connect the unconnected. And we had to estimate the size and value of the market opportunity for a sector – internet cafes – that was primarily cash based and informal, particularly given the rural and small town geography we were considering. There was little or no data available to even get a handle on the number of cyber cafes operating in Kenya.

Secondly, we had to get an idea of the price point at which the product would be acceptable to this target audience. Keep in mind that the device was wholly unknown – an innovation – and there was nothing comparable on the market.

A qualitative approach to quantitative estimation

Given that this was not a conventional research project, and time and resources were constrained to a market analysis, we designed a minimal viable market discovery phase that would permit us to gather enough insights directly from the cyber cafe operators in order to estimate the size and value, as well as recommendations for pricing and market entry.

In late 2011, Kenya’s administrative divisions were still the original provinces.

Based on population density and relative income demographics, as well as an ICT gap analysis of voice and data services – reports available through Kenyan government institutions – we planned an optimal route that maximized exposure to the types of locations Village Telco had specified whilst sampling cyber cafes across a range of infrastructure access and regional income. This coverage was completed in less than 3 weeks.

Surfacing trends through indepth open ended interviews

Where we invested our time and effort was in identifying entrepreneurial and innovative cyber cafe operators in the smaller towns and villages we visited. The vast majority of internet cafes are run as side businesses by the owners who might be white collar employees or civil servants, and often managed by employees. It was the cyber cafe owner operator who saw their business as a growth opportunity that we were seeking.They not only knew their market but had seen the opportunities to grow and expand their services.

They were able to give us an idea of the future of the cyber cafe business in their region, a rough estimate (few businesspeople are willing to openly share revenue data) of the scale of their business, and the trends in decline or growth of the types of services they offered.

Through the data gathered, we were able to estimate the high growth regions for internet cafe services – Nakuru town for instance had seen the number of cybers grow from 10 or 15 in 2007 to upwards of 50, primarily due the increase in tertiary education institutions. Kilifi, on the Coast, had seen a doubling when a local university campus opened.

At the same time, we were able to gauge the value of the opportunity space by using the proxy of the proportion of owner/operators to manager/employees – the former were more likely to be interested in the Mesh Potato than the latter.

Our route planning also provided evidence of the pathways for innovation diffusion, outwards in a hub and spoke model from the central hub of Nairobi’s business district where new electronic products landed from the manufacturing centers of Asia.

Sitting down face to face with the cafe owners and showing them the product and what it could do gave us the insight on pricing and market entry strategy. By the end of 5 weeks from start to finish, we were able to make a business case for innovation meant for a data scarce environment.

Innovation means breaking new ground

While the effort on the ground was very different from a conventional market analysis exercise due to the need to elicit information directly on the market and the product, the time and resources invested by the client were no different from an analysis based on secondary sources and accessible data flows.

The nature of the African mass market is such that pioneers entering the market will have to break new ground, not only with their products and services, but also their approach to analyzing and evaluating the business case for investment. It is not an impossible task and should not be considered a barrier to entry.

How informal financial services can lower the barriers to formal financial inclusion

Around 2 and a half years ago, I was on a short visit to Abidjan, the capital of Cote D’Ivoire as a guest of the African Development Bank. They were holding an innovation weekend for young women and men in the Francophone West African region who were interested in becoming entrepreneurs.

David O. Capo Chichi, who used to work back then for MTN, a major telco very kindly took me around the informal markets on his day off and we got to talking to market women about their financial management habits. One interesting behaviour linking the informal with the formal came to light.

An established spice seller told us she had a savings account at the bank, but accessing the bank’s services were a huge barrier – the opening times ate into her business hours and the long wait times meant loss of income from potential customers. At the same time, because she was dependent on cash income from daily sales, it was more convenient for her to put a portion of money aside on a daily basis. So what she was doing was paying a tontine collector for the service of showing up at her shop everyday and collecting her small amount of cash set aside for savings. He would hold it safely for her for a month and then she would take the total saved up amount back from him, take the day off work and go deposit it in her bank account. That was the only way she could have the flexibility and negotiability that budgeting on her irregular cash flow required and still access the benefits of a secure safe interest earning savings account at the bank.

Now today I came across this article describing a pilot program in Benin where the private susu (small small) or tontinier, such as that used by the lady in Cote D’Ivoire, have been formalized into a more secure and insured service for the same demographic of informal market women and traders. There’s even a digital component that updates the accounts via the mobile phone.

“The reality is that we can’t be everywhere, and the Susu collectors are near the population. We have to work with them and find the best business model to get them into the formal system.”

Now, this exact same model being piloted by the MFI in Benin may not apply in exactly the same way elsewhere, depending on the conditions prevalent in the operating environment, but its clear that the structures and systems in place at the formal institution can be made more flexible and negotiable – given a “human face” – by working together with the pre-existing informal financial services already in operation.

This behaviour also resembles that seen among the informal cross border traders at the Uganda/Kenya borderland. Teresia who sells clothes under a tree has established a trusted relationship with her mobile money agent. He shows up at closing time to help her transfer her cash into mPesa, thus securing it for her and saving her both time and effort through this personalized service. Though she said she had an account at the bank, it lies dormant, for the same reasons given by the spice seller in Abidjan – “Who can afford to close shop during the day to spend hours at the bank?”

Innovations aimed at increasing inclusion for financial services need not always contain a digital component for them to make a difference for the customer, and lower the barriers to adoption and usage. All it takes is a deeper understanding of the challenges and constraints of the end user in the context of their day to day life.

Why does the prepaid model work so well and what are the lessons for business model innovation?

Increasingly, employment is becoming ad hoc and flexible. The gig economy and the informal sector share a common characteristic of incomes which are irregular and unpredictable, unlike the timely wages characteristic of formal employment. Both budgeting and planning thus become a challenge when there’s no predictable paycheck to rely on. Expenses are managed against cash flows to minimize volatility, and payments with calender deadlines become a challenge in planning.

It is in this scenario that the prepaid or pay as you go model works so well for the customer, one of the reasons why its ubiquity across the developing world drives the growth of mobile phones. It puts control over timing and amount of money spent in the hands of the user, allowing them juggle voice and data purchases against available cash in hand.

Here are the lessons for business model innovation applicable for a plethora of products and services, drawn from our decade of research into the financial frameworks underlying the operating environment characterized by unpredictability and volatility, and the success of the prepaid model.

Flexibility

The prepaid model is flexible. There is no rigid requirement on the amount that can be spent, beyond the voucher values of each telcom operator, nor are there periodic calender based deadlines such as those in a monthly bill. In Nigeria, traders have been found to top up their phones multiple times a week or even the same day, yet purchasing the smallest denomination of vouchers. High frequency of small amounts is a purchasing pattern that resembles their own cash flow while trading in the informal market. They don’t want to tie up their liquidity in airtime in case cash on hand is required for business, yet their trade is clearly dependent on mobile communication hence the frequent recharges.

This flexibility built into the business model clearly puts control over timing and amounts spent in the hands of the end-user who must manage a volatile cash flow situation.

Seasonality

In addition to the daily or weekly fluctuations in cash flow experienced by gig economy workers or those active in the developing country informal sectors, there are larger variations in income level over the course of the natural year. Unlike the regularity of a monthly salary, irregular incomes rise during peak seasons, such as festivals and holidays, and plunge during low seasons. Developing country economies are more closely linked to the seasonality of agriculture, given the greater proportion of the population’s dependence on farming. Incomes can vary as much as 300% for instance, for tea farmers in western Kenya’s Kisii region. Climatic effects also have greater impact on cash flows, and the current drought in East Africa is expected to depress livestock prices in the coming half year. On the upside, seasonal peaks in consumer durable sales are predictable as the regional harvest timings are a known factor. North India’s post harvest season in late October/November kickstarts an orgy of consumer spending during the festivals and the weddings which take place during this period.

Business models designed to take expected seasonal changes into account can minimize the dropout rate of customers when their income changes.

Liquidity

One of the biggest challenges we have wrapping our heads around when considering more rural or cash intensive economies is that liquidity is not equivalent to wealth, or even purchasing power. While this factor can apply to anyone relying on multiple income streams from a variety of sources, I’ll use the example of a small farmer to explain its importance to the design of business models.

The homestead is managed like an investment portfolio, with different sources of income maturing over different durations of time over the course of the natural year. This is also why control over Timing – frequency, periodicity – of payments, such as possible in the prepaid model, is so critical for the success of payment plans. A smartphone might be purchased after the major harvest of the annual cash crop, but its the daily cash from the sale of milk that would be used for recharges (and other basic necessities). Similarly, a calf may be purchased to fatten against the following year’s school fees.

Negotiability

This leads directly to a factor more relevant to heavily informal economies where variance in systems and structures means transactions are more human centered, depending on face to face communication, trusted references, and mutual compacts rather than legal contracts to enforce agreements. Negotiability of your business model, and its close relation, reciprocity – “the give and take” – is an element missing from faceless institutions that seek to serve this demographic.

This is one reason many prefer to seek solutions outside of formal banking institutions, for example, as their opening hours might not suit the trader’s business hours. In Busia, Uganda, most women traders had established trusted relationships with a mobile money agent, many of whom would show up at the end of the work day to assist the trader in transferring the cash earning safely onto the digital wallet. And, unlike the bank, the telco’s prepaid model allows customers to “negotiate” when and how much they’ll pay within the constraints of far more flexible terms and conditions than most other models.

A farmer has “purchased” this solar panel after coming to an agreement with the shopkeeper. He will pay off the total, over time, as and when he has spare cash, and collect the panel when payment is complete. There is no interest charge. The shopkeeper has put the farmer’s name on the panel but will keep hold of the item.

The greater the span of control over timing and amounts, the greater the success of the payment plan

The prepaid model bridges the critical gap between the predictable formal structures of the large institution and the dynamic challenges of the informal. The bottomline is that the flexibility, negotiability, and reciprocity of the model are more important factors for its success than the conventional understanding of permitting micropayments in advance. Numerous consumer product marketers entering emerging markets experienced this challenge when their micropayment hire purchase models failed customers who might have to miss one or two week’s payments due to illness or other emergencies – their products were repossessed without any recourse to adjustment. Its the rigid calender schedule embedded in a payment plan that is often the barrier to a high ticket purchase than the actual price itself.

None of these factors are insurmountable with today’s technology, and the field for business model innovation for irregular income streams such as those in the gig economy or the informal sector is still wide open for disruption.

Mobile First Africa: Opportunity for Accessories that Boost Productivity on Smartphones

Long ago, when smart phones were still on their way to changing the world, I remember the product development of a host of accessories that would boost business productivity in a variety of areas for phone owners.

The projector phone was one such innovation, flopping back when it was launched due to the tech not having caught up yet. I bring this up because I read an article this morning that highlights a major challenge for the ‘mobile first’ African market.

“We hear about mobile-first Africa, it sounds sexy,” said Nanjira Sambuli, digital equality advocacy manager at the World Wide Web Foundation. “But how much meaningful work can you get done through your mobile. Are we creating a divide? We are not going to be equal if mobile is the only way. Because mobile is for consuming.”

Today, technology is far more advanced, and as China has shown us, far more affordable. Can a range of productivity solutions be launched as accessories for smartphones to disrupt the African SME market?

The Japanese are already ahead with their answers, such as this keyboard by Elecom. The products are all out there, I think its just a matter of identifying the opportunity and the price point for the African markets.

The continent tends not to be taken as seriously for enterprise solutions as it could be. Informal sectors do not mean lack of purchasing power or opportunity space. Perhaps this is the sector that is now ripe for disruption by an enterprising entrepreneur.

The Resilience of Innovation under Conditions of Scarcity

Kouassi Bafounga works on a storm lantern, Bangui, Central African Republic, January 16, 2018. Thomson Reuters Foundation / Inna Lazareva

Innovating beyond the traditional tin lantern – a simple wick attached to the can – Kouassi Bafounga cuts shapes from tin cans and fixes them together with glass, string and a little petrol to produce storm-proof lanterns.

Last year, Bafounga was one of 11 winners in a “Fab Lab” innovation competition run by the French embassy and Alliance Française, a French cultural centre in Bangui, with financing from the European Union’s Bêkou Trust Fund. The finalists, chosen from more than 100 applicants, received assistance to develop their products into businesses.

Inna Lazareva writes on this “creativity from crisis” sharing stories of inventors and makers who must single-handedly create solutions for daily needs in highly volatile conditions of material scarcity.

Given the challenges faced by the Central African Republic, I see these stories as evidence of the resilience of innovation, something often overlooked when we ooh and ahh over the creations themselves.

How can we learn from this?

 

For more on Innovation under conditions of scarcity and Scarcity as a driver for innovation

Lessons for development from the demand driven investment strategies of the informal sector

This shopkeeper in Laare, Kenya provided me with deep insight on how investments in expensive inventory are managed in a heavily cash based economy. He runs a consumer electronics store stocking everything from solar panels, music systems, spare parts and batteries, through to mobile phones and accessories.

His purchasing decisions are based on visible consumer demand, he said, preferring to stock what he calls “fast moving items” that sell and keep the cash flowing than to risk tying up capital in something that might not sell. For instance, he pointed to a dusty 5W solar panel, this has been sitting here for a year since most customers in the area prefer buying 20W or larger.

In this context, “fast moving items” are not the same as the marketing term “Fast Moving Consumer Goods” or FMCG which refers to over the counter perishables and consumables like tea, shampoo, biscuits or soap. Instead, they refer to the product range that sells in the local market, and as my visits to electronics stores in different parts of Kenya back in 2012 quickly showed, each market had different price points and products which tended to be “fast moving”.

In a more economically challenged region, it was black and white 14″ TV sets, smaller solar panels and no name Chinese mobile phones, while in the wealthier region around Kilgoris as we see in the previous post, its flat screen Sony Bravias and very large solar panels that sell.

Local demand drives decisions, and thus business growth strategies and investments. Can this insight not also inform development strategies?

The Economist has just published this article on how fish farms are experiencing a boom in response to the growing demand for food from the big city:

The task of feeding that huge population has not been accomplished by the government, by charities or by foreign agricultural investors. It is the work of an army of ordinary Bangladeshis with an eye for making money. Mr Belton’s research shows that the number of fish-feed dealers in the main aquaculture areas more than doubled between 2004 and 2014. So did the number of feed mills and fish hatcheries. Mr Belton has found similar trends in Myanmar, where the fish farms are often larger than in Bangladesh, and in India.

As well as transforming landscapes in a large radius around Dhaka, the fish boom has changed many people’s lives. Aquaculture requires about twice as much labour per acre as rice farming, and the demand is year-round. Many labourers who used to be paid by the day are now hired for months at a time. Seasonal hunger, which is a feature of life in some rice-farming regions of Bangladesh, is rarer in the watery districts. People are eating more protein. Mohammad Shafiqul Islam, a feed dealer, points to another advantage. Because food is now so cheap in the cities, migrant workers are able to send more money back to their families in the villages.

I believe this element of assessing local or regionally accessible demand for a product or commodity before investment is often missing even from the private sector influenced “making markets work” philosophy now prevalent in development strategies. Too often, the “market” is framed as an international one, and an e-commerce platform devised as the bridging solution. Local intermediaries are demonized as “brokers out to squeeze profits at the farm gate” without once considering their role as infomediaries of supply and demand. The very information networks that provide the shopkeeper with guidance on what would sell and what to order are often erased and replaced with an app. Little or no attention is paid to existing consumer demand nor any attempt to link to the existing ecosystem. The informal becomes invisible.

How many of these pilots fail to sustain themselves once the project’s funding cycle ends?

The Strategic Entry of China’s Transsion into the Vacuum Left by Nokia in Africa

Branded storefront in Karatina, Kenya (April 2013)

If you’re outside Africa, you’ve never heard of them before, but a mobile phone brand called Tecno has been painting Kenya blue ever since I started fulltime fieldwork there in late 2011. It was in Mombasa that I first noticed the name and wondered what it was about. Over the years, I saw the line up of phones even in the smallest market towns and began wondering if this brand would be the new Nokia of Africa.

Transsion, Tecno’s manufacturer, has two other brands on the market – Itel, and Infinix catering to different price points and consumer segments. What sets the company apart is that they are solely focused on the African continent and do not even sell in their domestic market of China. This was a strategic decision, as a recent article says, and their rapid success very likely due to the vacuum left by Nokia. They’ve customized completely for the African market, going as far as to develop cameras suited for local conditions, something no other phone manufacturer has done anywhere on the planet.

“For African consumers, a main medium of entertainment is photos – they love to take selfies and share them with friends. The traditional camera was not optimised for the African consumer because often, for those with darker skin, the photos don’t come out well especially in low light. We did research using over 10,000 photos of African consumers to create a special algorithm to optimise the camera to attract 30% more light on the darker face. We call this ‘Africa Focus’. It’s been heavily popular. It improved our cameras and won the hearts of Africans who like to take selfies.

In fact, Itel is so popular among traders in the Uganda Kenya borderland due to its low price and long battery life, that our research associate went as far as to capture the mound of Itel packaging seen on the rubbish heap.

They’ve brought in local languages and messenger apps. They’ve established a factory in Ethiopia to show their commitment to Africa, and they’ve set a full customer care facility – something glaringly missing from any other imported brand’s portfolio.

In my opinion, they’ve done what Nokia could have and should have done, cater to the emerging markets across the developing world where they’d originally begun connecting people.

And, they’ve shown us that it is indeed possible for a consumer product manufacturer to not only focus solely on the African consumer market but to make an outstanding success of it.

Update:

Quartz echoed the story to share the factoid that in Africa, not only have featurephones sold more than smartphones but Transsion’s brands lead the way.

Introduction to rural household energy consumption behaviour in East Africa (1 of 3 parts)

The following is extracted from a six month study during 2012 on household energy consumption behaviour in rural Kenya and Rwanda among the lower income demographic, that led to an understanding of some of barriers hampering the sales of client’s solar products in this market. This first part is an overview of household financial management in conditions irregular and unpredictable income streams from a variety of sources. The 2nd and 3rd part will focus on fuel usage and consumption behaviours for cooking and for lighting separately. Users sampled for this study were selected based on varying fuel consumption patterns, ranging from a single homestead to a rural hotel catering for more than 12 hours a day.

Aspirational ownership and tangible evidence of savings in prepaid purchase model of solar panel, as seen in Chuka, Kenya (Photo: Niti Bhan, February 2012)

Rural Kenyans are not very different from rural Filipinos or Malawians or Indians when it comes to the way they manage their daily household expenses. Similarities in decision making, in purchasing patterns and in observed consumer behaviour, all stem from the same underlying need to plan and manage on irregular incomes from a variety of multiple sources in harsh environments of scarcity and uncertainty. The underlying driver is always to stretch the limited shilling, rupee or peso to the maximum while keeping one’s head above water.

With the exception of the salaried schoolteacher, who managed on fixed amounts of cash paid predictably on a calender schedule, the rest juggled an irregular cash flow against required expenses, attempting to minimize the differences over calender time and as a planning mechanism across the natural year’s seasons of abundance and scarcity. Even cash croppers like Mama Grace, who received end month payments from the tea factory, coped with the significant difference in the quality and quantity of tea harvested during the wet and the dry seasons with a variance of as much as 300% between high and low payments.

Rural homesteads manage their household finances rather like a “portfolio of investments” that mature over varying times such as cow’s milk which can be sold daily for cash, while a chicken takes less time than a field of maize to be ready for harvest and sale. Thus decisions are made based on timing of the expense and the choice of ‘investment’ to liquidate on what was ‘ready’ as well as the amount of cash required. For example, in Kilala livestock market it is a known fact that livestock prices always drop in January as its time for first term school fees and everybody needs to sell to raise the necessary cash. Similarly, major purchases or cash outlays are planned for known times of abundance such as right after the seasonal harvest.

Unlike those on a fixed salary who are able to plan ahead, those on irregular incomes need greater control and flexibility over the timing – that is the frequency and the periodicity; and well the amount – in cash or kind; of their cash flow, as a planning mechanism for financial management. In fact, the greater the span of control the customer has over their time and money, as articulated above, the greater the success of a business model or payment plan. This is why prepaid airtime is the preferred model for 96% of the African continent’s 700 million mobile phone users and also why kerosene has been so hard to dislodge. It can be purchased by cash amount (say 40 Kes worth) or quantity (half a litre or 5 litres) on demand or in bulk, and then frugally used for as long as possible, allowing consumers control over their “time” and “money” with great flexibility.

Observations on household fuel and energy use reflect these purchasing patterns and consumer behaviour. Cooking and then lighting are the most important needs, and the two elements of time and money as discussed above, show up in the form of duration and location. While duration of use has a direct relationship to the amount of time and money required, location has a critical bearing on behaviour in rural Kenya as will be seen in forthcoming posts.

 

Part One: Introduction to Household Energy Consumption Behaviour Study in East Africa (2012)
Part Two: Cooking
Part Three: Lighting & Concluding Remarks

Women’s Entrepreneurship Driving Emerging Future in Africa

We’ve been silent of late on this blog due to work deadlines and end of the year paperwork, however this will change. I’ve promised to write one blog post every day – even if its a few lines – for the next 30 days. I realized it was habit and discipline that was missing, not content related to this blog.

 

Meanwhile, here are some data points to ponder:

African entrepreneurs are missing out on the untapped potential market – said to be worth around $ 800 million – for women’s hygiene products such as sanitary napkins. The opportunity exists at every price level, from branded consumer oriented premium goods distributed through local supermarket chains, to rural handmade and re-used napkins that enable girls to go to school. What are you waiting for, if you’re looking for new ideas to invest in?

 

African women are also driving the small home solar revolution. I’m planning on sharing key extracts from the household energy consumption behavioural study I’d conducted in rural Kenya and Rwanda soon on this blog. In the meantime, the article linked above offers some food for thought on this trend.

 

Elsewhere, women whose herds of goat were ravaged by drought are picking up the pieces with cash grants which they are ploughing back into their businesses.

Ahatho Turuga arranges goods in her shop set up with support from The BOMA Project in Loglogo village, near Marsabit town, Kenya, on November 29, 2017. Thomson Reuters Foundation/Benson Rioba

 

This theme is best wrapped up by an article showcasing Maggy Lawson of Lomé, Togo, a woman whose trading ability has made her famous throughout the African continent and abroad.

Maggy Lawson is a Mama Benz. That’s what people in West Africa call women who have become rich in the textile trade – so rich that they can afford a Mercedes-Benz. Maggy Lawson owns homes in Dallas, Washington, Paris, and Monaco, as well as a villa on the outskirts of Lomé with marble floors and teak paneling. She is both wealthy and influential, representing the coastal regions in the Togolese Parliament and advising the Minister of Labor on important economic questions.

 

Here is our report on Nigeria‘s informal and formal textile trade, tracing the value web from end user customer through brokers to wholesalers and retailers of appliques.