What Should Your Digital Technology Investment Really Look Like?

Sean Walsh

September 8, 2020

With COVID-19 presenting a carrot for those with a mature digital strategy, or a stick for those laggards who may be under mounting pressure to appease their customers' needs, the following question has started to arise: How much should our business really invest in the technology that enables our digital commerce experience?

The elevated expectations of today’s consumers have continued to drive significant change in technology requirements.

The technology landscape has gone from disparate on-premise solutions to all-in-one cloud solutions; or from a situation where IT departments dictate transformation to one where you focus on the business and outsource the management of the technology. In more recent times, a movement towards best-of-breed solutions that can deliver a headless or microservices environment allows businesses to easily differentiate from each other.

While this continual evolution makes it more complex to navigate from an operational perspective, there is also more of a focus on what this should look like from a digital technology investment perspective.

Pattern has worked with businesses across a number of sectors to assist them in providing guidance and structure to their technology investments. We start with alignment of the business and technology strategies through a framework we have developed called the Operation Optimisation Acceleration (OOA) Model.

Consider the business phase

The OOA model focuses on the three core phases a business will likely realise throughout its journey. These are as follows:

-__ Operation:__ Business as usual, keeping the lights on. No technology change.

  • Optimisation: Leverage what you have to drive incremental growth. Minimal technology change.
  • Acceleration: Transformational activity. Significant technology change.

For example, a retailer with a mature digital presence in its home market that’s looking to acquire new customers in other markets using its current technology solution will require significantly less technology investment than a B2B brand with no digital presence that wants to deliver a digital commerce experience from the ground up.

Investment in technology, like most business strategies, includes an investment and associated payback. These should be commensurate in nature.

Having worked with a number of businesses at differing stages of their digital maturity, we have been able to determine that bands exist in order to guide businesses with their technology investment, according to the phases in the OOA model. 

The below diagram shows what percentage of your online sales you should be spending digital technology investment, depending on the phase you are at in the OOA model.

Digital technology investment - OOA Model - Pattern Blog

What technology costs should be included?

To present an accurate representation of the total investment in technology it’s important to factor in both fixed and variable technology costs over a multi-year period. An example of a fixed cost might be the annual license for an ERP solution, whereas a variable cost might be transaction fees paid to a payment gateway where there will be greater room for fluctuation.

A final consideration for reviewing your technology investment is that technology partners, are exactly that – partners. When presented with the right guidance they are capable of tailoring something that will work best for your business. There is always room for negotiation, especially in these unprecedented times.

If you would like support with your commerce or technology strategy please get in touch here.

Explore Our Ecommerce Resource Library

Find relevant content to accelerate your ecommerce business. Stay on top of industry trends and best practices.

Slowing Inflation is Music to Consumers’ Ears
Blog

Slowing Inflation is Music to Consumers’ Ears

**Instrument Pricing Changes Tune Amid Record Inflation** Compared to 2022, consumers should expect to pay more for musical instruments, but the rate of inflation shows signs of slowing. **The backstory:** America’s most popular musical instruments saw a notable price increase in 2022 compared to 2021, but the rate of inflation eased in Q4 ’22. **Why it matters:** Slowing inflation within this product category could indicate economic pressures like increased demand, rising labor costs, and supply chain disruptions are easing across the consumer landscape. **What we’re seeing:** The average cost of musical instruments increased 7.5% from 2021 – 2022; however, when analyzing individual increases year over year, some instruments saw price increases as high as 21%. <iframe title="YOY Price Change for Instruments — 2022 vs. 2021" aria-label="Bar Chart" id="datawrapper-chart-02Lwk" src="https://datawrapper.dwcdn.net/02Lwk/2/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="379" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * Trombones experienced a 21.73% increase compared to 2021 * Trumpets +20.08% * Flutes +18.6% * Recorders +16.13% * Saxophones +13.63% * Clarinets +10.55% * Drums +5.41% * Ukuleles +5.17% **However:** Inflation among these same instruments was significantly less in Q4 ’22 compared to Q4 ’21. In some cases, prices decreased from Q4 ’21 – Q4 ‘22: <iframe title="Price Change for Instruments — Q4 2022 vs. Q4 2021" aria-label="Bar Chart" id="datawrapper-chart-6X6GZ" src="https://datawrapper.dwcdn.net/6X6GZ/2/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="379" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * Trombones +11.23% * Flutes +10.41% * Saxophones +5.94% * Clarinets +5.59% * Trumpets +3.10% * Recorders +2.85% * Drums -2.59% * Ukuleles -8.46% **Moreover:** Certain instruments saw inflation reverse in 2022. On average, prices for melodicas, guitars, and violas saw their prices decrease by 4.41%, 3.19%, and 0.97%, respectively. <iframe title="YOY Price Change for Instruments — 2022 vs. 2021" aria-label="Bar Chart" id="datawrapper-chart-0Tefk" src="https://datawrapper.dwcdn.net/0Tefk/3/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="259" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> **Diving Deeper:** Inflation was more significant when comparing Q4 ’21 to Q4 ’20 than when comparing Q4 ’22 to Q4 ’21, indicating a slowing down of price increases for consumers. <iframe title="YOY Q4 Price Change for Instruments — 2020 – 2022" aria-label="Stacked Bars" id="datawrapper-chart-p6iqt" src="https://datawrapper.dwcdn.net/p6iqt/1/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="206" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * In Q4 ’21, average prices for all instruments were up 8.89% compared to Q4 ’20. * When comparing Q4 ’22 to Q4 ’21, the average price for all instruments only increased by 2.65%. **The takeaway:** While consumers should expect to pay higher prices for instruments this year, overall inflation impact within this product category appears to be slowing down. With National Ukulele Day coming up on February 2, now is a great time for ecommerce brands to take advantage of slowing economic worries and reach new consumers. * Want Pattern’s data science team to power your brand with consumer insights like these? Contact us to [request more information](https://pattern.com/contact-us/) today.

Slowing Inflation? What Musical Instrument Pricing Tells Us
Blog

Slowing Inflation? What Musical Instrument Pricing Tells Us

It’s safe to say consumers and brands alike are eager for a change to the pattern of rising inflation, steadily increasing in many ecommerce categories . Pattern’s internal team’s data scientists analysis of instrument pricing shows a glimmer of hope that inflation may be slowing, which would be great news for brands selling online.

At Pattern, we’re interested in and monitoring trends and news related to pricing since price is a key factor in a brand’s profitability (as explained in the Ecommerce Equation). When brands are able to optimize their price, conversions, and traffic, they can optimize their profitability. And profitability leads to better allocation of resources, better brand control, and gives leaders the ability to expand their presence to new markets worldwide.

YoY Instrument Pricing Increased at a Slower Pace

When analyzing the pricing changes of instruments from 2021 to 2022, our teams found that prices increased, but at a slower rate than from 2020 to 2021.

As shown below, the year over year Q4 changes show quite a lower rate of increase.

Inflation Improvements Raise Profitability

Because inflation impacts online shopping behaviors, lower inflation can lead to better overall profitability for brands. This idea, of course, is nuanced, but Pattern’s Ecommerce Equation can help illustrate the general principle.

When inflation rises, consumers change their spending habits. Shoppers spend more time researching products, forego premium, higher-priced brands, and buy more in bulk. Brands tend to see a loss of loyalty as they’re forced to raise prices.

Price is a key variable in the Ecommerce Equation: price x conversion x traffic = profitability. As inflation lowers, brands can expect better performance in all of these areas—more traffic as spending habits return to normal, higher conversion from returning customers, and price that better fits consumer demand. As inflation lowers and these variables stabilize, brands will see profitability increase.

Raise Your Profitability with Pattern

As an ecommerce accelerator, Pattern is obsessed with gathering data that helps our brand partners succeed. We’ve created best-in-class technology, models, and analytics to understand changes on the horizon and inform our decisions. With an incredible team of data obsessed Pattern employees, we see what makes the difference in truly great ecommerce performance and apply those learnings for brand partners. 

Ready to improve your profitability? Contact us here.

Inflation hits LEGO, but lighter than you’d suspect
Blog

Inflation hits LEGO, but lighter than you’d suspect

**Some sets get more expensive, while others become cheaper** In June 2022, LEGO announced it would be increasing the prices of their sets. Ever since, consumers anticipated their favorite plastic construction toy prices to increase [by as much as 25%](https://9to5toys.com/2022/06/02/lego-officially-confirms-price-increases-coming-to-most-sets-later-this-fall/). **Why it matters:** Consumers are feeling the sting of inflation in all areas of their lives, from groceries and gas to entertainment. With LEGO Day right around the corner (January 28th), fans may wonder whether it’s a good time to purchase a set. **What we’re seeing:** While inflation continues to ravage the economy, consumers are seeing a small reprieve when it comes to the pricing of LEGO sets. Despite the anticipated 25% price increase, average prices among the top LEGO sets only increased by 4.7% year over year when comparing Q4 2022 to Q4 2021. <iframe title="YOY Price Change for All LEGO Sets – 2022 vs. 2021" aria-label="Interactive line chart" id="datawrapper-chart-3gn9L" src="https://datawrapper.dwcdn.net/3gn9L/3/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="393" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> * During this same period, annual prices for some of the most popular LEGO sets were up as much as 23%. <iframe title="U.S. Price Change for LEGO Sets – Q4 22 vs. Q4 21" aria-label="Split Bars" id="datawrapper-chart-vh7B2" src="https://datawrapper.dwcdn.net/vh7B2/1/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="708" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> **Yes, but:** Prices of other popular sets were down by as much as -12% during this same period. Depending on the kit, consumers might actually find some popular LEGO sets have gotten less expensive since 2021: * LEGO Star Wars Imperial Probe Droid was down -6% in Q4 2022 vs. Q4 2021 * LEGO Creator Tuk Tuk was down -7% * LEGO Star Wars Ultimate Millennium Falcon was down -10% * LEGO Ideas Tree House Business Kit was down -12% **However:** Even for the sets that experienced a price decrease, the decrease was less significant in Q4 2022 as set prices increased across the board following the June 2022 announcement. <iframe title="YOY Price Change for Individual LEGO Sets – 2022 vs. 2021" aria-label="Interactive line chart" id="datawrapper-chart-KjSXz" src="https://datawrapper.dwcdn.net/KjSXz/1/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important; border: none;" height="400" data-external="1"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r<t.length;r++){if(t[r].contentWindow===e.source)t[r].style.height=e.data["datawrapper-height"][a]+"px"}}}))}(); </script> **The takeaway:** While prices didn’t increase as much as consumers anticipated, inflation still had an effect on the cost of LEGO sets. As ecommerce brands prepare for increased demand ahead of LEGO Day, they could increase customer interest in all sets by promoting the sets that have seen a price decrease. * Pattern’s data science team analyzes consumer demand on Amazon to understand how economic forces impact pricing and shopping behavior. If you’re interested in using insights like these to propel your ecommerce strategy forward, [contact our team today. ](https://pattern.com/contact-us/)