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.

“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.)

Shinmin Bali, Financial Express

Mumbai, 21 February 2016

Having created quite a stir at the time of their launch, hyperlocal companies are now witnessing a dampened mood. While several have folded up operations in some cities, others have downsized staff, tweaked the services they offer and even made alterations to their business models. A recent example is Grofers shutting down operations in Bhopal, Bhubaneswar, Coimbatore, Kochi, Ludhiana, Mysuru, Nashik, Rajkot and Visakhapatnam.

TinyOwl last year was in the news for a poorly-handled downsizing operation in Pune, with a dramatic hostage situation involving its co-founder Gaurav Choudhary. PepperTap also recently shut down operations in six cities.

Ironically, giants like Amazon have not only aggressively entered the hyperlocal space, they are building on it. Amazon is currently offering the service in Bengaluru, Amazon Now, after running a pilot project, Kirana Now, in 2015.

The investor sentiment in India is also on a decline, as was reported earlier this year. Investments by venture capitalists have dropped from $2.12 billion (October-December 2014) to $1.15 billion (October-December 2015), according to a report by CB Insights and KPMG International. This leaves an even shorter window of opportunity for players to retain investor interest.

Albinder Dhindsa, co-founder, Grofers, states that differing levels of technology literacy among the majority of merchants and consumer adaptation to the online platform are concern areas for the company. In 2016, the company is looking to bring over one lakh merchants aboard and ensure that turnaround time stays under an hour. Grofers delivers more than 35,000 orders per day on average. In Q4 2015, the firm acquired teams of SpoonJoy and Townrush to bring dynamic learning to the table.

For Swiggy’s co-founder Nandan Reddy, the focus is currently to grow the market, while catering to a wide demographic of consumers. He admits that in the early stages, the brand had trouble educating even its partners. Furthermore, operating a delivery fleet in an on-demand service offering sub-40 minute deliveries is a challenging task, given that there are at least 15 points of failure in an average order. Swiggy currently owns a delivery fleet of 3,800 delivery executives. The brand’s repeat consumers contribute to over 80% of orders.

Debadutta Upadhyaya, co-founder, Timesaverz, says some of the major challenges in a hyperlocal market are optimum resource utilisation and matching locations, price points, and other specific requirements to customer needs. Timesaverz currently has a service range spread across 40 categories, aided by a network of over 2,500 service partners across five metros. Its revenue model is commission based, where 80% of earnings from consumers are shared with service partners.

Vinod Murali, MD, Innoven Capital, points out that as the hyperlocal industry is in its nascent stages, it needs a fair amount of time to grow. “One aspect to keep in mind is that a large sized equity cheque does not imply that a company has achieved operational maturity or robust business metrics, especially in this segment,” he notes.

Given the recent consolidation in this category, the survivors have the opportunity and time to focus on improving unit economics and demonstrate that their businesses are viable and valuable.

Devangshu Dutta, CEO, Third Eyesight, is of the opinion that hyperlocals make the mistake of borrowing business models and terminologies from Silicon Valley, without adequately understanding the real context of the Indian market. “Is there an existing or even potential demand for the service claimed to be provided? Or are you just going to introduce an intermediary and an additional link in the chain, with additional costs and unnecessary administration involved?” he asks.

(Published in Financial Express)

Devina Joshi, Financial Express

Mumbai, 8 September 2015

Recently, there was news of restaurant reservation site EazyDiner expanding operations to Mumbai from the National Capital Region, having secured Series A funding worth $3 million led by existing investor DSG Consumer Partners, and Saamna Capital.

As per a PwC analyst, investors have pumped more than $150 million into companies like Grofers, TinyOwl, Swiggy, LocalOye, Spoonjoy, Zimmber and HolaChef, among others. Judging by the patronage showered upon them by customers and investors alike, it would appear that hyperlocal start-ups are all set to create the next big boom in the Indian retail sector. But is it really all that rosy? Probably not, as can be amply witnessed by acquisitions taking place in the nascent yet already overcrowded market.

Between November 2014 and February 2015, the Rocket Internet-backed Foodpanda acquired rivals TastyKhana and JustEat.in, and is rumoured to be in acquisition mode with TinyOwl. Restaurant search app Zomato, which recently got into the food ordering space, is also reportedly looking to acquire minority stakes in food-ordering firms.

While investors are attracted to hyperlocal start-ups, controlling logistics well is key to sustained growth for these businesses — all of these will definitely go through a constraint in the supply of delivery boys, for example. In India, organising fragmented labour is a challenge and, hence, a services-based hyperlocal needs to figure out the mechanics of human capital even more than a traditional, product-based e-commerce firm.

For services, another challenge is customer stickiness. If a user uses an app to obtain the services of a plumber, for example, he may not go through the app to contact the plumber next time if his services are found satisfactory. Discounting can induce trials, but just like in any other business, prove fatal in the long run. Like what led to the end of HomeJoy in the US — excessive discounts to dissuade direct contact between servicemen and customers.

Even for product-based start-ups, maintaining data quality is a big hurdle as stock and prices may not be updated by retailers in real time, making it difficult to track offline sales.

Since the game is hyperlocal, you need to be physically present in the city to bring retailers aboard. For that, you need a city team. Other challenges include retailer verification and assessment, given that hyperlocals deal with small city retailers.

Stickiness is needed on both sides, and each locality will certainly evolve into having a market leader and a follower, with other players falling far behind. “So the critical success factor for a hyperlocal is being able to rapidly create a viable model in each location it targets, and then—to build overall scale and continued attractiveness for investors—quickly move on to replicate the model in another location, and then another,” says retail consultant Devangshu Dutta of Third Eyesight. As they do that, they will become potential acquisition targets for larger ecommerce companies, which could use acquisition to not only take out potential competition but also to imbibe the learning and capabilities needed to deal with microcosms of consumer demand.

(Published in Financial Express.)

At the outset, let me say that this is the personal complaint of a consumer. However, I’m airing it here because I believe it is also important to the future profitability of our readers’ businesses.

Over the last few years I have felt increasingly uncomfortable with the noise in public and commercial spaces.

It may be that my sensitivity to this has increased with age, but it is a fact that noise levels have also increased dramatically in every urban public space around us. In fact, it has reached a point where I now feel that people involved in the architecture and design are either addicted to noise or, at the very least, completely immune to it.

I can’t think of any other reason why locations such as retail stores, malls, restaurants, large office receptions, and other public spaces are designed and built so badly from the point of view of handling sound.

Fundamentally Unsound

The retail soundscape, if I might call it that, is littered with noisy and uncomfortable spaces. Sound levels in busy restaurants and shopping malls can be as high as 70-110 decibels, which is the equivalent of a busy construction site. Sportswear stores play loud and fast-paced music throughout the day; are they trying to make you believe that you are in a nightclub at 11 a.m.? Internal equipment such as air-conditioning and fans add to noise levels. Restaurants and cafes are worse: noise sources include the kitchen, customers using the crockery and cutlery, chairs moving as people sit or leave, apart from the conversations going on.

For sustained exposure, 80 dB is judged to be the outside limit, and we are frequently exposed to sound levels that are higher than that, for long periods of time.

Unfortunately, it is also a vicious upward spiral of sound. Loudness feed loudness. We all raise our voices when we are competing with the surrounding sounds, and only end up adding to the noise further.

Developers spend millions on picking the right stone, fancy fixtures and creative layouts to make the place “look good”. I don’t remember ever coming across a retail space designer in India who says that the space should “sound good”. Even stores selling high-end audio equipment are badly designed and executed!

I remember sitting in a restaurant belonging to a popular Indian quick service chain after a “modern” redesign. No matter how much I tried, I could not understand a word of what my wife is saying (and that’s not just because we’ve been married for so long!). The reason my wife was inaudible was the high level of ambient noise, echoing from all the hard surfaces around us. What was worse was that I could very clearly hear a stranger who was sitting 5 tables away because the false ceiling had dome that perfectly captured his voice and bounced it across the room to me.

Toning it Down

The most basic thing to remember is this: noise has a negative impact. Not only are the customers uncomfortable, high noise levels actually interfere with the staff’s health and performance. Noise increases physical and mental stress.

What’s more, if conversations are not possible at a normal volume and tone, we have to put in more effort into hearing and understanding what the other person is saying. There comes a point when we just give up. Can you imagine what impact that has on a sale?

Studies have shown that noise can drive sales down by more than 80%. On the positive side, if sound is managed well, sales can rise by more than 1,000%! Isn’t that worth looking into?

A plea to architects and retail managers: do consider the fact that customers coming to the mall expect that space to be qualitatively different from an open market. Making a space noisy is not enough to recreate the feel of an open market – it only means that your space is noisy, and probably worse than an open market will be.

Materials selected for building and fitting out the retail outlet, the mall or the restaurant can have huge implications for how sound is handled in that space. A lot of “modern” design depends on hard, polished, reflective surfaces of stone, glass or metal. The floor, the ceiling and the walls, as well as the fixtures are all surfaces from which sound reflects back into the space, not just once but many times before it dies down. So not only do the sounds get amplified in such a space, the reflections also interfere with each other, adding to the problem.

Not Just the Sounds of Silence

Of course, just making every space a quiet “dead” space is not the answer. Sound and silence affect us positively as well as negatively.

The ancients believed that sound could transform the energy of human beings and their surroundings, and from various base sounds they created “simple” beej mantras to complex Vedic chants. Anyone who has chanted or sung hymns, or even an old peppy film soundtrack knows that sound has the power to affect our moods.

At one extreme, most people are uncomfortable in a heavy engineering factory, or for that matter, a modern shopping centre on a busy weekend, without realising why. At the other end, most people would also be uncomfortable in a recording studio, because it suppresses ambient sound as much as possible, leaving the space “empty”.

In some cases (e.g. a night club, or discount store), sounds need to be louder to ensure that the place “feels” lively, even when it is not full to capacity. In some places our enjoyment is enhanced by noise. Watching a cricket match in a stadium while wearing noise-cancelling headphones would hardly be as much fun. A school playground is “happy” when hundreds of children are running around screaming and shouting at the top of their voices, and “solemn” during a quiet morning assembly.

In some cultures and countries, normal social interaction is “louder” than would be acceptable in others. (For example, a British acquaintance mentioned to me how heavily she felt “the sounds of silence” when she moved back to England, after spending many years in Asia.)

So the key is to first define the ambience and the mood that you want to create in your space. What is the objective: who do you want to attract, who do you want to send away? (For example, operators of public transportation systems have successfully used classical music to drive away loiterers who were undesirable.)

Disney offers an inspiring example of how sound can be used. Over the years they have evolved systems combining sophisticated software and hardware in their amusement parks, such that you can walk through the whole park without the decibel-level changing too much. The music sets the appropriate mood for each specific zone. What’s more, the transitions are smooth as you move between zones.

Not everyone needs the sophistication of a Disney amusement park, but I believe it is worthwhile for most retailers to think about how sound is affecting people in their stores.

I would urge you, at the very least, to look at how it impacts conversations between customers, and between the customer and members of the serving staff, because that will definitely impact sales.

A leading cafe chain proclaims: “A lot can happen over coffee”. Yes, it can; but not if you make conversation impossible.

Try it. Tone it down. You’ll see an upswing in productivity, sales and customer satisfaction.

(Read “How Mr. Q Manufactured Emotion” in the Disney parks, on Dustin Curtis’ blog.)

It’s quite amazing that “store productivity” doesn’t grab the attention of most people in the retail trade in India, despite the fact that real estate costs are riding an all-time high. It’s become quite typical for rentals to range 20-25% of sales, and in many cases even higher than that. (In those instances, a retailer could only hope to make money out of illegitimate activity or illegal merchandise, which is not part of the business plan of anyone I know!)

Many brands will (and possibly can) justify paying absurdly high rentals with the rationale that in the store portfolio, some locations will never make money, but are needed as marquee locations for “must-have” visibility. This can work if you do have a balanced store portfolio. The question is whether the low-rent locations actually have the capability to generate enough margin to support the unprofitable locations.

While some of the rentals are comparable to expensive real estate in the developed markets, gross margins in India are typically thinner than in Europe, USA etc., reducing the spread a retailer has for its operational expenses. Add to the mix over-estimation of consumer demand, and the scenario looks even gloomier.

In this context, to my mind, each store needs to be made as productive as it can be. There needs to be fairly sharp focus on store performance and category performance data.

However, in the last 18-months or so, conversations with Indian and international brands and retailers operating in the Indian market, showed that topline (sales) growth and new store openings were the focus for most retailers (even till a few weeks ago).  Most branded suppliers have also shown unprecedented sales growth on the back of new store openings – their own exclusive stores, as well as new sites being added by department store chains carrying their brand.

For instance, in March 2007, one (new) brand said that their business plan called for 50 stores by the end of 2007, and 100 by the end of 2008.

When sales growth can be achieved just by opening more new boxes (stores), productivity and efficiency don’t appear to be important.

I believe 2008 will see a change in management priorities. I don’t think the unnamed brand above will open its 100 stores. It is very likely that they will want their already opened stores to work harder.

Productivity is obviously linked to store operations (people, process, technology) – when the merchandise and the customer are both in the store, you need to make sure the two are matched quickly and effectively, and that there is a focus on conversion, average transaction values and efficient inventory management. But that is only one part of the story.

Support functions, such as marketing, supply chain, buying and merchandising have a huge role to play as well.

Category management, efficient and responsive supply chains, optimising store-footprint and catchment to ensure maximum walk-ins … these are some of the issues I believe top management needs to look at carefully in the coming 24 months.

If you are in a senior management position in a retail business, what are your priorities this year?