One Ring That Rules Them All

Devangshu Dutta

January 10, 2017

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.)

The Franchise “Space Programme”

Devangshu Dutta

December 5, 2013

(Published in ETRetail.com on 6 December 2013)

Franchising isn’t rocket science, but advanced space programmes offer at least one parallel which we can learn from – the staging of objectives and planning accordingly.

A franchise development programme can be staged like a space launch, each successive stage being designed and defined for a specific function or role, and sequentially building the needed velocity and direction to successfully create a franchise operation. The stages may be equated to Launch, Booster, Orbiter and Landing stages, and cover the following aspects:

  1. Launch: assessment of the franchiser’s own readiness to launch and manage a franchise network in the target geography
  2. Booster: having the franchise pack ready to target the appropriate geographies and franchisee profile
  3. Orbiter: franchisee recruitment
  4. Landing: operationalising the franchise location

Stage 1: Launch

The first and perhaps the most important stage in launching a franchise programme is to check whether the organisation is really ready to create a franchise network. Sure, inept franchisees can cause damage to the brand, but it is important to first look at the responsibilities that a brand has to making the franchise network a success. Too many brands see franchising as a quick-fix for expansion, as a low-cost source for capital and manpower at the expense of franchisee-investors. It is vital for the franchiser to demonstrate that it has a successful and profitable business model, as well as the ability to provide support to a network of multiple operating locations in diverse geographies. For this, it has to have put in place management resources (people with the appropriate skills, business processes, financial and information systems) as well as budgets to provide the support the franchisee needs to succeed. The failure of many franchise concepts, in fact, lies in weakness within the franchiser’s organisation rather than outside.

Stage 2: Booster

Once the organisation and the brand are assessed to be “franchise-ready”, there is still work to be put into two sets of documents: one related to the brand and the second related to the operations processes and systems. A comprehensive marketing reference manual needs to be in place to be able to convey the “pulling” power that the brand will provide to the franchisee, clearly articulate the tangible and intangible aspects that comprise the brand, and also specify the guidelines for usage of brand materials in various marketing environments. The operations manual aims to document standard operating procedures that provide consistency across the franchise network and are aimed at reducing variability in customer experience and performance. It must be noted that both sets of documents must be seen as evolving with growth of the business and with changes in the external environment – the Marketing Manual is likely to be more stable, while the Operations Manual necessary needs to be as dynamic as the internal and external environment.

Stage 3: Orbiter

Now the brand is ready to reach out to potential franchisees. How wide a brand reaches, across how many potential franchisees, with what sort of terms, all depend on the vision of the brand, its business plan and the practices prevalent in the market. However, in all cases, it is essential to adopt a “parent” framework that defines the essential and desirable characteristics that a franchisee should possess, the relationship structure that needs to be consistent across markets (if that is the case), and any commercial terms about which the franchiser wishes to be rigid. This would allow clearer direction and focussed efforts on the part of the franchiser, and filter out proposals that do not fit the franchiser’s requirements. Franchisees can be connected through a variety of means: some will find you through other franchisees, or through your website or other marketing materials; others you might reach out to yourselves through marketing outreach programmes, trade shows, or through business partners. During all of this it is useful, perhaps essential, to create a single point of responsibility at a senior level in the organisation to be able to maintain both consistency and flexibility during the franchise recruitment and negotiation process, through to the stage where a franchisee is signed-on.

Stage 4: Landing

Congratulations – the destination is in sight. The search might have been hard, the negotiations harder still, but you now – officially – have a partner who has agreed to put in their money and their efforts behind launching YOUR brand in THEIR market, and to even pay you for the period that they would be running the business under your name. That’s a big commitment on the franchisee’s part. The commitment with which the franchiser handles this stage is important, because this is where the foundation will be laid for the success – or failure – of the franchisee’s business. Other than a general orientation that you need to start you franchisee off with, the Marketing Manual and the Operational Manual are essential tools during the training process for the franchisee’s team. Depending on the complexity of the business and the infrastructure available with the franchiser, the franchisee’s team may be first trained at the franchiser’s location, followed by pre-launch training at the franchisee’s own location, and that may be augmented by active operational support for a certain period provided by the franchiser’s staff at the franchisee’s site. The duration and the amount of support are best determined by the nature of the business and the relative maturity of both parties in the relationship. For instance, someone picking up a food service franchise without any prior experience in the industry is certainly likely to need more training and support than a franchisee who is already successfully running other food service locations.

Will going through these steps guarantee that the franchise location or the franchise network succeeds? Perhaps not. But at the very least the framework will provide much more direction and clarity to your business, and will improve the chances of its success. And it’s a whole lot better than flapping around unpredictably during the heat of negotiations with high-energy franchisees in high-potential markets.

Lean Retail – Making Apparel Business More Sustainable

Tarang Gautam Saxena

October 30, 2011

The operating environment for the fashion retailers in India is only moving towards a more challenging and competitive direction even though the market is yet to mature. The market has grown over the last two decades on account of brand proliferation and developing retail network and more recently due to new product category creations. High consumer awareness and exposure to international trends has cut the product life cycles short. Topping this up, the last 12-18 months has witnessed the growth of the online platform offering an alternate, convenient and cost effective shopping option for consumers.

It is necessary that fashion retailers manage their operations efficiently both in terms of managing a complex and responsive supply chain at the back end and delighting the customers at the store with great product offers and customer service. Adopting lean practices can help fashion retailers to achieve significant improvements in store profitability and customer satisfaction, making their retail business sustainable through a positive impact on bottom-line.

The concept of lean philosophy, pioneered by Toyota, is built on the premise that inventory hides problems. The basic tenet of this philosophy is that keeping the inventory low will highlight the problems that can be dealt with and fixed immediately instead of maintaining inventory in anticipation of any bottlenecks.

“Lean retailing” is an emerging concept and has  already been adopted by retail organisations in the Western countries using technology such as barcodes, RFID (across the product value chain from raw material sourcing through production through final delivery at the retail store) and item-level inventory management and network architectures.

In an ideal scenario a retail organization would be lean at both the store and the distribution center. The organization would leverage technology such as RFID to uniquely identify the movement of its inventory accurately and use fulfillment logic as per the store’s merchandizing principle to have replenishments in tune with customer demand.

Some international retailers that have adopted lean retailing techniques include Wal-Mart, Macy’s, Bloomingdale’s, The Gap and J. C. Penny. Applying lean philosophy to fashion retail in India may sound like an avante garde concept as of now. However, there are some leading large retailers in India such as the Future Group who are early adopters and have already adopted lean practices in their retail supply chain.

An understanding of what lean retailing is and some of its principles can help in appreciating how this concept can make the apparel retail business more sustainable. Lean retailing aims to continuously eliminate “waste” from the retail value chain, waste being defined as any activity/process that is not of “value” to the customer. A fundamental principle of lean retail is to identify customers and define the “value” as those elements of products or service that the customer believes he should be paying for, not necessarily those that add value to the product.  Further the value should be delivered to the customer “first-time right every time” so that waste is minimized.

Lean retailing requires simplifying the workflow design in delivering products to customer. Given that the connotation of value is customer-centric, simplifying the workflow design requires streamlining the core and associated processes so that any kind of waste is eliminated. Further pull-system drives replenishment at the stores (and the shelf) based on what customers want “just-in-time” (neither before nor after the time customer demands). This results in a value flow as pulled by the customer.

Those practising lean retail have invested in information technology that allows the stores to share sales data in real time with their suppliers. New orders for a given product maybe automatically placed with the supplier as soon as an item is scanned at the check-out counter (subject to minimum order size criteria). Smaller stores may use visual systems wherein the sales staff can gauge through the empty shelf space the products that have been sold and that need to be re-ordered.

Removing bottlenecks throughout the supply chain is another principle driving lean retail. It entails redesigning processes to eliminate activities that prevent the free flow of products to the customer. Further, lean retail requires following a culture of continuous improvement. Continuous improvement (or “Kaizen”) focuses on small improvements across the value chain that rolls up into significant improvements at an overall level.  Kaizens not only can lead to elimination of wasted effort, time, materials, and motion but also focus on bringing in innovations that lead to things being done faster, better, cheaper and easier.  Involvement of staff at the lowest levels is very important in Kaizen activities and that means that companies must invest in training, up-skilling their talent pool in Lean Principles.

In the context of apparel retail business, lean retail can help in improving organisational responsiveness to customer needs, the speed with which the products are delivered to them and meet their expectations as per the latest trends. Systematic application of lean principles translates in increased throughput (Sales), with lower Work in Process (Investments) and as per customer requirements of Quality, Design, Trends and Time. Improved information visibility across the chain leads to reduced instances of out of stock and excess inventory at the same time, minimising inventory control costs and reducing shrinkage. At the front-end lean retail may lead to redesigned in-store processes and systems for consistency in frontline behaviors to provide standard customer experience.

With the focus on training and involvement of the workforce, Lean principles have resulted in improving employee satisfaction without increasing labour costs that in turn positively impacts revenues and profitability. Some retailers in the West have reported reducing their store labour costs by 10-20 percent, inventory costs by 10-30 percent, and costs associated with stock outs by 20-75 percent on account of lean retail.

In addition to top-line and bottom-line impact, lean retailing by enhancing the enthusiasm and motivation of the frontline staff creates distinctive shopping experiences for customers.

Inditex, the world’s largest clothing retailer with Zara as its flagship brand, has successfully achieved supply chain excellence following lean principles.  It targets fashion conscious young women and is able to spot trends as they emerge and deliver new products to stores quickly thereby establishing its position as the leading fast fashion retailer. The product development processes is based on customer pull-system. Its design team reviews the sales and inventory reports on a daily basis to identify what is selling and what is not.  Additionally, regular visits to the field provide insights into the customers’ perceptions that can never be captured in the sales and inventory reports. Critical information about customer feedback is widely shared by store managers, buyers, merchandisers, designers and the production team in an open plan office at the company’s headquarters. Frequent, real time discussions and interactions within the team help them to understand the market situation and identify trends and opportunities.

Further, Zara manufactures the products in small lots and many styles are typically not repeated. Style cues for replenishments are derived from real time customer demand. At the back end, Zara holds inventory of raw materials and unfinished goods with its supply partners which may be local or offshore manufacturers. Typically, the fashion merchandise is produced at the local manufacturing base and quickly delivered while the staple low-variation range is produced offshore at cheaper costs.

Following lean retail practices implies a higher stock turn and frequent replenishments by the suppliers based on real-time sales. Building and maintaining reliable and responsive suppliers through win-win partnerships, is imperative to realize the success of lean retail implementation as high stock turns and frequent replenishments involves the commitment and involvement of the entire supplier base.

Like in any transformational effort, change management plays a critical role in reaping the benefits of lean retail. The whole philosophy requires paradigm shift in attitudes, behaviors and mind sets of those involved upstream and downstream across the value chain. Training, communicating and inspiring the front end staff is thus an important aspect in the overall success and companies need to device a compelling vision that is shared by employees across functions and hierarchy across the entire chain.