Nov 25, 2020

Consumer packaged goods: Connecting the dots with D2C

Peak.AI
Artificial intelligence
Consumer Goods
Sponsored Content
Peak.ai
3 min
Consumer goods customer, starbuck cardboard boxes
Peak.ai discusses some of the use cases for AI in a D2C setting for its consumer goods customer...

A growing number of consumer packaged goods (CPG) companies have been exploring the benefits of introducing a direct-to-consumer (D2C) channel into their business in recent months. Nestle, PepsiCo and Heinz are just three high-profile powerhouse examples that spring to mind that are looking to capitalize on a growing customer need for convenience to gain highly valuable first-party data, and build closer relationships with their consumers.

When this data is harnessed with artificial intelligence (AI), we’re seeing businesses use it to optimize processes across the entire CPG value chain, from acquisition and retention, across all their channels.

Although D2C for CPG is still nascent, we’re already exploring some really exciting use cases for AI in a D2C setting for some of our consumer goods customers. Let’s take a look at a few examples of how an AI-driven approach to your D2C data can positively impact your entire consumer goods business.

AI for demand sensing

By getting closer to consumers and encouraging people to buy directly, CPGs are in a brilliant position to collect vast amounts of incredibly powerful data. AI can help you paint a clearer picture of what people are buying, how they behave on your website, who’s likely to make a purchase and, crucially, what content will stimulate them to buy. 

The power of personalization – ensuring consumers are served the right message, with the right product, at the right time – is driven by data that is worth its weight in gold. 

But it doesn’t stop there. AI can also automatically feed this data back into your demand forecasts, augmenting it with your traditional sources meaning that you’re no longer forecasting based on just historical demand. With a more accurate forecast, and with a clearer idea of who is likely to convert and purchase a particular product, you can introduce this information into both your campaign and base forecasts.

AI for demand shaping

Traditionally, a CPG that is overstocked with inventory will rely on discounters to help them shift any unwanted stock. However, D2C offers businesses an exciting opportunity to also target specific segments of consumers directly to help clear inventory at a better price point. 

In short, AI for demand shaping enables you to activate, or deactivate, your new customer segments depending on what inventory you have to play with, through targeting consumers with relevant products in a highly sophisticated, highly personalized way.

This AI-driven approach has the potential to revolutionize your inventory strategy, which we feel is one of the most interesting aspects of D2C. It’s particularly prevalent for those CPGs who are dealing with perishable goods, who serve retailers that have relatively erratic levels of demand. In these circumstances you may have the problem of often being overstocked, or you may be understocked and have supply issues when the unpredictable retailer comes back asking for more product.

However, with an AI-driven data-led approach to your inventory strategy, you could ensure you have enough quantity to always meet the retailers’ requirements, with your D2C channel effectively acting as a safety net; because you know that you’ll be able to quickly activate your highly targeted micro segments who always buy that particular product. Essentially, what we’re saying is that you can employ different inventory strategies to ensure you’re overservicing your primary channels, at no obsolescence cost of inventory. 

This is very much blue sky thinking at this stage, but the potential is certainly there. Similarly, a better, data-driven understanding of costs on the supply side can be taken into account against the cost of acquisition, retention and servicing customers.

Our vision at Peak is to enable CPGs to transform from a reactive to a proactive entity, built upon predictive capabilities. Our AI System acts as an intelligence layer that sits across your systems, at the center of your business, using AI to power optimization and decision making across the entire organization.

Sign up to our upcoming webinar to learn how to accelerate your D2C strategy.

Share article

Jun 16, 2021

Grupo Espinosa: 70 years of constant evolution

Macmillan Education
Grupo Espinosa
3 min
A proudly Mexican company servicing the publishing industry with best-in-class printing, storage and distribution facilities in the heart of Latin America

Founded in 1952, Grupo Espinosa has been relentlessly supporting the publishing industry with producing more than 100 million copies every year – whether its books, magazines, catalogues or single-order custom prints. No project is big or small for Grupo Espinosa, as the facility can scale up on demand and their turnaround times are highly competitive. Grupo Espinosa works with on-demand digital press or offset press, in paperback with glued softcover binding, PUR softcover binding, stitched paperback binding, binder’s board, hardcover, saddle stitched, Spiral or Wire-O. Equipped with the experience needed for a product to leave the plant ready for distribution, Grupo Espinosa delivers anywhere inside or outside Mexico. Traditionally starting off as a black and white printing press, Grupo Espinosa has experienced transformation first hand – from colour to digital offset printing. Currently, Grupo Espinosa is also looking at making capital investments into audio books to match with the increasing demand. 

So how did a seemingly local operation in Latin America become a world-renowned printing facility trusted by hundreds of clients? As Rogelio Tirado, CFO of Grupo Espinosa for the last six years says “It all comes down to our market experience and our dedication to quality”. With nearly 70 years behind them, and located in Mexico City, Grupo Espinosa has two major locations – one spanning 75,000 square metres and the other about 45,000 square metres. Both locations are controlled by a single ERP (Enterprise Resource Planning) system ensuring speed, consistency and quality of work. Tirado says this isn’t their only competitive advantage. He adds “Our competitive advantage is the relationship we have with customers and the trust they put in us with their intellectual property”. Speaking of trust, global publishing giant Macmillan Education exclusively partners with Grupo Espinosa for their Latin America operations, as part of Macmillan’s decentralized hub strategy. Having a facility that offered the full spectrum of service – from storing digital content to printing and distributing – was one of the major requirements for Macmillan, and Grupo Espinosa was recognized as the leading printing hub for providing this 360 infrastructure. Another factor that has led to success for Grupo Espinosa is the absolute focus on quality and time. The staff are committed to providing the best quality in the best possible time, without causing wastage of resources. Sustainability is a huge factor playing into Grupo Espinosa’s operations, and they’ve created a healthy environment with the sustainable use of paper and energy resources as well as keeping their employees – most of them associated with the organisation for over 10 years – happy. He adds, “In order to be truly successful, you need to be good to the environment, employees, suppliers, and your customers. But most importantly, you need to be sustainable, you need to have proper working conditions, pay proper salaries, proper prices for paper, source the paper from sustainable sources, pay your taxes,  basically be a good global corporate citizen and that's probably one of the biggest achievements that we have.”

Share article