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One Ring That Rules Them All

January 10th, 2017 by Devangshu Dutta

In this piece I’ll just focus on one aspect of technology – artificial intelligence or AI – that is likely to shape many aspects of the retail business and the consumer’s experience over the coming years.

To be able to see the scope of its potential all-pervasive impact we need to go beyond our expectations of humanoid robots. We also need to understand that artificial intelligence works on a cycle of several mutually supportive elements that enable learning and adaptation. The terms “big data” and “analytics” have been bandied about a lot, but have had limited impact so far in the retail business because it usually only touches the first two, at most three, of the necessary elements.

Elements in Operationalizing Big Data and AI

“Big data” models still depend on individuals in the business taking decisions and acting based on what is recommended or suggested by the analytics outputs, and these tend to be weak links which break the learning-adaptation chain. Of course, each of these elements can also have AI built in, for refinement over time.

Certainly retailers with a digital (web or mobile) presence are in a better position to use and benefit from AI, but that is no excuse for others to “roll over and die”. I’ll list just a few aspects of the business already being impacted and others that are likely to be in the future.

  1. Know the customer: The most obvious building block is the collection of customer data and teasing out patterns from it. This has been around so long that it is surprising what a small fraction of retailers have an effective customer database. While we live in a world that is increasingly drowning in information, most retailers continue to collect and look at very few data points, and are essentially institutionally “blind” about the customers they are serving.
    However, with digital transactions increasing, and compute and analytical capability steadily become less expensive and more flexible via the cloud, information streams from not only the retailers’ own transactions but multiple sources can be tied together to achieve an ever-better view of the customer’s behaviour.
  2. Prediction and Response: Not only do we expect “intelligence” to identify, categorise and analyse information streaming in from the world better, but to be able to anticipate what might happen and also to respond appropriately.
    Predictive analytics have been around in the retail world for more than a decade, but are still used by remarkably few retailers. At the most basic level, this can take the form of unidirectional reminders and prompts which help to drive sales. Remember the anecdote of Target (USA) sending maternity promotions based on analytics to a young lady whose family was unaware of her pregnancy?
    However, even automated service bots are becoming more common online, that can interact with customers who have queries or problems to address, and will get steadily more sophisticated with time. We are already having conversations with Siri, Google, Alexa and Cortana – why not with the retail store?
  3. Visual and descriptive recognition: We can describe to another human being a shirt or dress that we want or call for something to match an existing garment. Now imagine doing the same with a virtual sales assistant which, powered by image recognition and deep learning, brings forward the appropriate suggestions. Wouldn’t that reduce shopping time and the frustration that goes with the fruitless trawling through hundreds of items?
  4. Augmented and virtual reality: Retailers and brands are already taking tiny steps in this area which I described in another piece a year ago (“Retail Integrated”) so I won’t repeat myself. Augmented reality, supported by AI, can help retail retain its power as an immersive and experiential activity, rather than becoming purely transaction-driven.

On the consumer-side, AI can deliver a far higher degree of personalisation of the experience than has been feasible in the last few decades. While I’ve described different aspects, now see them as layers one built on the other, and imagine the shopping experience you might have as a consumer. If the scenario seems as if it might be from a sci-fi movie, just give it a few years. After all, moving staircases and remote viewing were also fantasy once.

On the business end it potentially offers both flexibility and efficiency, rather than one at the cost of the other. But we’ll have to tackle that area in a separate piece.

(Also published in the Business Standard.)

Posted in Apparel, Branding, Consumer, e-commerce, Entrepreneurship, Food & Grocery, Footwear, India, Lifestyle & Fashion, Luxury, Market Research, Marketing, Product Development and Design, Retail, Soft Goods, Strategy, Supply Chain, Technology, Textiles, Uncategorized | No Comments »

Heat Spots in the Cold Chain

August 1st, 2016 by admin

The cold chain sector is expanding quickly due to increased investments from Indian and international organisations going towards both modernisation of the existing facilities and establishment of new ventures. Over the last few years cold-chain has gained a buzz, finding its way not only into industry presentations but also into budget speeches in Parliament. It is widely reported that India needs to build more cold chain capacity, especially to reduce the enormous amount of waste of food products in the chain from farm to consumer.

India is one of the largest producers of agro-products i.e. fresh fruits and vegetables, milk and related products, fishery products and meat. However, due to lack of the required facilities, spoilage of products is comparatively high.

In recent years, significantly incentivised both by business logic and by tax breaks, there has been a fair amount on investment in cold storages. However, the sector is still highly fragmented; there is inequitable distribution of cold storages, interlinkages between storages is also very poor and many facilities are also operating below capacity.

The National Centre for Cold Chain Development (NCCD) reported that as of December 2014, 70% capacity was utilised, where the total number of cold storages available in India was around 5300 and approximately 6000+ vehicles, providing about 30 Million Metric Tonnes capacity of storage. Most of these facilities are located in the states of Uttar Pradesh, Uttaranchal, Punjab, Maharashtra and West Bengal.

Storage and transportation capacity is only the very first step in strengthening cold chain capabilities but, unfortunately, that is where many entrepreneurs and investors in cold-chain are stopping their thought process. Many players in the industry have been using obsolete machinery, and storages are majorly for a single commodity. The result, predictably, is underutilisation of capacity or mishandling of food products leading to operational problems, cost escalations, spoilage and other losses. Just to mention a simple example that many seem to forget: even domestic refrigerators have at least 3-4 temperature-humidity zones: the freezer, the chill tray, the large cool area, and a vegetable tray. In comparison, many cold stores are built without adequate thought to the various influencing factors. It’s important to recognise that in developing a cold chain capability, the products to be handled, the environment in which the cold chain will operate, not only storage but intake, handling and transportation, all have a role to play.

With a fragmented operating environment, both in terms of production as well as distribution, often a single investor or company may not be able to create the business logic to set up a cold chain facility. Collaboration between multiple individuals and agencies may be a way out.

An example of successful use of integrated cold chain is the Tamil Nadu Bananas Growers Federation. Banana growers in the Tamil Nadu belt were diminishing due to lack of appropriate storage facilities, and farmers were forced to sell produce at throw away prices. With introduction of integrated cold chain solutions, the federation of farmers from Tamil Nadu has now managed to gain a hold of the banana market again. They have managed to increase their income manifold by growing better qualities and storing bananas for longer period of time in the integrated cold chains.

Cold chain logistics in the true sense begin with harvesting and post-harvest handling, going on to controlled atmosphere vehicles, cold storages, sorting and grading facilities, modern pack houses and controlled atmosphere retail stores. Most importantly, even operational know-how is something that is not made part of the investment plan, leading to unviable, unprofitable cold chain facilities.

The focus should be to integrate the cold chain, and also build capacities in all areas. As per NCCD (December 2014), India has approximately 6,000 reefer vehicles against a requirement of 60,000. Similarly the number of pack houses available is 250 and the projected requirement is for 70,000. Hence, the need for a more balanced investment in terms of modern pack-houses, refrigerated transport units and ripening chambers is evident and will bring far better results, both operationally and financially.

In addition, there has to be a significant improvement in developing the know-how and skills sets available to the sector. While the country is faced with large-scale unemployment annually, a well-thought out development of the cold chain sector including due investment in knowledge-based initiatives can create significant numbers of better paying jobs around the country, especially in rural areas from where the produce is sourced.

With development of the consumer and retail sector supporting its growth, integrated cold chain development should be at the top of the agenda for government as well as for private business.

Posted in Food & Grocery, India, Retail, Social Enterprise/Impact Investment, Supply Chain, Technology, Uncategorized | No Comments »

Shopping Malls – Start-Off on the Right Foot

August 19th, 2013 by Devangshu Dutta

Lulu Mall India

If you’re planning to develop a mall, here’s a short-list of key issues you must address:

Fail-proof the business plan by focussing on the customer: Focus on the development of retail brands and not solely on quick returns on investment. The primary responsibility should be that of catering to the consumer catchment and driving footfalls for the retail occupants. The other requirements follow from this simple premise. Also, a tenant-unfriendly revenue model that overloads the tenant with a high rent (whether fixed or as a percentage of sales) leads to a churn in tenants, and in combination with other factors, keeps the best tenants out of the mall making it unattractive to customer as well.

Do a thorough recce of the catchment: Ask questions like “can the catchment support the development in terms of consumer footfall and spending?”, “Is there a connect between the needs of the immediate catchment and the occupants of the mall?”, “Are there too many malls in the catchment area?”

Offer a good occupant mix: You cannot have mall occupants who have little relevance for the target consumer. Also, the retailers must complement each other in a healthy way rather than cannibalise customers and sales from each other.

Ensure good access: Accessibility and connectivity to get the traffic smoothly in and out of the mall is a must; ensure there is adequate parking space.

Avoid undersizing: A small-sized is a straight handicap because it will lack variety, and you run the risk of getting dwarfed by the next big mall that throws its hat into the ring. [However, the specific size can vary depending on the state of development of your own catchment.]

Focus on design: This involves making the mall brands ‘visible’, ensuring appropriate ‘zoning’ in terms of entertainment, multiplexes, kids’ areas, food courts etc. This will result in better customer flow management. Bad design and poor customer flow management within the mall leaves large parts of mall “invisible” to visiting consumers, or improper zoning that confuses customers and breaks up the traffic.

Finally, remember, it’s not so much about the “square feet”, as about the feet that will occupy it! Focus on the consumers that you want visiting the mall and why they should return again and again.

(Published in the Business Standard “Strategist”)

Posted in Apparel, Branding, Consumer, Food & Grocery, Footwear, India, Lifestyle & Fashion, Luxury, Market Research, Marketing, Real Estate, Retail, Soft Goods, Strategy, Textiles, Uncategorized | No Comments »

Global QSRs Dissecting the Indian fast food pie

January 17th, 2012 by admin

Global quick-service restaurant brands are expanding their footprint in the quickly evolving Indian market. But some are also falling by the wayside.

Here are some perspectives from the industry (ET Now telecast video – about 6 minutes):

Posted in Branding, Consumer, Food & Grocery, India, Marketing, Product Development and Design, Retail, Strategy, Supply Chain, Uncategorized | No Comments »

The Year That Could Be

January 6th, 2012 by Devangshu Dutta

The transition between calendar years offers a pause. We can use it to evaluate what passed in the previous year, chalk out our journey for the next one.

The first response of most people to the question “What happened in the Indian retail sector in 2011” would be probably something like this: lots happened, and then – at the end – nothing did!

That is because one theme ran through the entire year, month after month, fuelled by tremendous interest in the mainstream media as well. This was about the change expected, hoped for, in the policy governing foreign direct investment (FDI) into the retail sector. Hearing the debate go back and forth, on one side it seemed as if FDI was going to cure every ill of the Indian economy, and on the other it seemed as if the country was being sold out to neo-colonists.

It’s worth remembering that not too long ago foreigners could invest in retail businesses in India freely. Benetton ran some of the key locations in the network through its joint-venture which subsequently became a 100 per cent owned subsidiary. Littlewoods (UK) set up a 100 per cent owned operation in India during the 1990s before its home market business collapsed, and its Indian operation was bought by the Tata Group to form Westside. And well before all these, one of the early multi-nationals, Bata, had already built a humongous network of stores across the length, breadth and depth of India.

The motivation for the decision to exclude foreigners from this sector may have been political, economic or mixed – that is not as important as the timing.

By the mid-90s India had just started to attract interest as private consumption was just about picking up steam. Several international apparel, sportswear and quick service brands entered the market during this time. Many of these brands started setting up processes and systems that changed the way the supply chain worked. They gained market share, and more importantly mindshare, with young consumers. In this process some of the domestic brands did suffer, some of them irrecoverably. However, with foreign investment suddenly blocked-off, many brands that wanted direct ownership in the business in India turned away. In their opinion the opportunity just wasn’t big enough to take on the hassle of a partner. Some did enter, but with wholesale distribution structures rather than in retail.

During this last decade, the Indian retail landscape has changed dramatically. During the 2000s the economic boom happened and India became “hot” again. So did retail and real estate, as large corporate houses pumped in significant amounts of capital into setting up modern chains to tap into the fattening consumer wallets. Clearly, FDI was going to come up on the agenda again, but not quite at once. Indian companies needed some headroom to grow; and grow they did, partly with indigenous business models and brands, and partly as partners to international brands.

By 2011, there was more of a clear consensus among the Indian businesses that retail could be opened to FDI and must be. Internationally, too, political and economic heavy-weights from the significant western economies pitched for opening up the retail sector in India to foreign investment. Here’s the small public glimpse of the hectic activity that happened internationally and domestically:

  • January: UK pushes for FDI; Indian ministers say the decision would not be rushed but look forward to attracting $250 billion FDI between 2011 and 2015
  • February: some ministers say that the government is close to a decision but the timing is not yet right
  • March: a senior government official notes that FDI is not essential to bring down inflation, while the finance minister reiterates that there is no decision yet
  • May: another senior government official says that FDI is needed to tame inflation
  • July: the prime minister says that the government is working to build consensus; the Committee of Secretaries recommends relaxation in FDI norms
  • August-October: pronouncements progressively indicate a relaxation, but without a definite time-line
  • November: cabinet approves 100 per cent FDI in single brand retail and 51 per cent in multi-brand, but severe political backlash pushes government to reconsider
  • December: murmurs emerge about the delinking of decisions on single brand and multi-brand retail, so that some progress can be made

Such an anticlimax! For many, 2011 was the year that could have been a turning point. Could have been! If you had slept through the year and woken up on New Year’s Eve, would you have found nothing had really changed?

Ah, that’s the thing! I think most people observing the retail business actually slept through the year, because they were just focused on the FDI dream. Those actually engaged in the retail business know that many other things did change, some of which create the foundation for further growth.

The government did push on with the GST (goods and services tax) agenda. While stuck in politics at the moment, we look forward to incremental changes in harmonizing the taxes and tariffs regime, vital for truly unifying the country in the economic sense. On the downside, excise being levied on the retail price of clothing was a blow to retailers.

Growth continued. Indian’s retail giant, Future Group, grew to around 15 million square feet. The other giant, Reliance, announced renewed vigour and focus on the retail business with additions to the management team partnerships with international brands such as Kenneth Cole, Quiksilver and Roxy. Other new partnerships were announced, including significant American food service brands Starbucks (with the Tata Group) and Dunkin’ Donuts (with Jubilant). The British footwear brand Clark’s announced that it was aiming to make India its second-largest source country and among its top-5 markets within 5 years. Marks & Spencer pushed to expand its chain by more than 50 per cent, adding 10 stores to 19, while Walmart said its focus was on building scale rather than trying to squeeze profitability from its US$ 40 million investment so far. For fashion brands, the Rs 500 crores (US$ 100 million) sales threshold seemed more achievable as they used the accelerated pace of growth.

Many in the retail business talk about “the people problem”. Fortunately, some decided to demonstrate positive leadership, reflected in RAI’s announcement of an ambitious skill development plan for 5 million people in next 4-5 years, and industry veteran BS Nagesh announcing the launch of a non-profit venture, TRRAIN.

There was some bad news on the issue of shrinkage: a sponsored study placed India at the top of the list of countries suffering from theft. But the level was reported to be lower than the previous study, so there seemed to be hope on the horizon. The study didn’t say whether consumers and employees had become more honest, better security systems were preventing theft, or whether retailers themselves had become better at counting and managing merchandise over time.

A significant highlight was the e-commerce sector, which has found its way to grow within the existing restrictions and regulations, even as the online population is estimated to have grown to 100 million. Flipkart delighted customers with its service and racked up Rs. 50 crores (US$ 10 million) in sales. Deal sites proliferated and media channels celebrated the advertising budgets. Even offline businesses, notable among them pizza-major Domino’s, found their online mojo; Domino’s reported 10 per cent of its total revenues from online bookings within a year of launching the service.

In all of this the biggest story remains untold, which is why I call it an Invisible Revolution. This revolution is made up of the changes that are happening in the supply chain in the entire country, including investment by private companies in massive, large and small facilities to store, move and process products more efficiently. And in spite of the high costs of capital, suppliers are continuing to look at investing in upgrading their production facilities as well as their systems and processes. While the companies at the front-end will no doubt get a lot of the credit for modernizing India’s retail sector, it would be impossible without the support of the foundation that is being built by their suppliers and service providers.

2011 seems to have ended with a whimper. 2012’s beginning will be tainted by large piles of leftover inventory that needs to be cleared. Inflation seems tamer, but consumers have already tightened their belts, anticipating difficult times. The policy flip-flops and the political debates are sustaining the air of uncertainty. So what does 2012 hold?

Remember, the ancient Mayan calendar stops in December 2012, and no doubt there are many predicting doomsday! However, there are several others that see this as a possibility of rejuvenation, renewal.

Hope and fear are both fuel for taking action. Investment cycles are caused by an imbalance of one over the other.

In 2012, we’ll probably continue to see a mix of both. I recommend that we don’t take an overdose of any one of them. Even if you think 2011 was “the year that could have been”, I suggest still treating 2012 as “the year that could be”.

Here’s wishing you a successful New Year!

Posted in Apparel, Branding, Consumer, Corporate Social Responsibility, Food & Grocery, Footwear, India, Leadership, Lifestyle & Fashion, Marketing, Outsourcing, Product Development and Design, Retail, Soft Goods, Strategy, Supply Chain, Textiles, Uncategorized | No Comments »

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