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Market Hill Updates

How can you afford not to focus on Data Science?

Thomas Ballard · May 6, 2022 ·

Last weekend, I raced my first Triathlon since 2019; I spent some time speaking with the race director; he was a fun guy.

He talked about how they were being asked by people racing their events to do more with their data. He said we need an app; I said probably not.

We talked about how they could compare their racer’s times to predict future results, help them find their closest competitors, and use this to make race recommendations!

Not bad for a post-race discussion.

It got me thinking about conversations I’d been having with Private Equity partners and some research we completed that you’ll probably get value from.

If you aren’t investing in Data Science, you can be sure your competitors are. Data science has fast become a differentiator in sourcing, dealing and value creation.

However, less than half of all PE firms have Data Science capabilities. Those that do are struggling to scale up their capability—both internally and within their portcos.

Can you afford not to focus on Data Science?

It would help if you created ‘innovation sandboxes’ to make this process scale. This approach should reduce the reliance on tech leads to start building models. These should be templated technical implementations. You can use them to scale your capabilities across multiple portcos simultaneously. You can repeat this same process for your firm’s internal teams.

We’ve talked more about this in the report ‘Creating value when it comes to technology change for Private Equity Portfolio Companies.’

If you’d like a copy, please let me know; you can contact me at: thomas@themarkethill.com.

Keep leading; it matters.


Thomas

What does a fresh coat of paint and technology value creation have in common?

Thomas Ballard · January 7, 2022 ·

It’s the new year, so I’ve been painting the walls in my living room (Sage green) over the last few evenings. One of those jobs that has been sitting on the list for too long. It got me thinking about the similarities between painting and technology value creation…

When painting a wall, there are three essential steps: masking, priming and painting.

Too little time masking asking you’ll have paint everywhere at the end. Too long or too little priming and the colour won’t be even. Too long painting, and your wife will ask what you’ve been doing all that time.

When it comes to technology value creation, the three essential steps are: Planning, scale testing, implementation.

Technology teams typically take one of three paths.

  1. They spend too little time planning and scale testing and jumping straight to implementation. They are often causing issues in production that affect end users.
  2. They spend too long in the planning and scale testing phase that they deliver very little actual value. Users can be equally frustrated by the lack of new features and functionally.
  3. They get the mix right between planning, scale testing and implementation. They deliver a technological transformation that adds significant incremental value.

Only 16% of all transformations succeed.

Some symptoms to look out for; reacting to these early will keep your value creation programmes on track.

Tech change is hard. Cost is increasing while user experience is degrading.

The benefits of being in the new platform or technology aren’t realised.

Service outages and platform Instability are occurring despite increased investment.

The best portco tech teams will know when to stop masking and start priming.

They will look at how they can remove barriers to growth, bringing innovative tech solutions to the board. Tech change will feel natural.

They will measure technology-related churn, NPS and survey results to drive product development. Increased investment has measurable ROI linked to EBITDA and revenue growth.

They will measure, assess and reduce their cost profile, starting with the cost to service an individual user.

How would you benchmark your portco tech teams approach to value creation?

Could they use a second coat?

Until next time.


Thomas

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When your site fails, It can be great for business. Summary from IMPACT 2021.

Thomas Ballard · February 10, 2021 ·

If you missed the IMPACT Virtual Conference 2021 then this briefing is for you. As a Tech Value Creation follower you might be surprised to learn about the silver lining found in a site failure.

Here’s three insights you’ll get.

  • Have you found yourself sitting in a virtual queue thinking why does it have to be like this?
  • Or you have been in a mad rush to try and get that once in a lifetime deal and the website crashes.
  • What you might not know is that behind-the-scenes ones of these experiences delivers a better business outcome than the other.

Summary:

Using case studies, we deconstruct website service outages and poor performance with some illuminating results. It turns out, oxymoronically, sometimes a total system failure at a moment of high-stakes online commerce can actually be good for business. There are various scenarios and strategies for replacing randomness with a concrete plan that maps to both technical and business requirements.

  • One of the most prevalent online challenges: high-volume sale shoppers suffering long waits and crashes because of retail (or other) system failures.
  • Loss of orders because frustrated consumers drop off and go elsewhere.
  • Order processing breakdowns that result in blockbuster sales prices being revoked/unfulfilled, leaving disappointed shoppers.

Repeated glitches and crashes are terrible for business, right? Well … not necessarily. Here’s why:

Testing and measurement has shown that there can be an inverse impact to websites when they eliminate chronic spiking and failing. It’s an anomaly that makes sense because of a broader social phenomenon.

FOMO: Fear of Missing Out. Defined nearly two decades ago by a marketing strategist, this is a consumer driver based largely on appetites whetted by social media posts.

These “soft” market appetites can drive unforeseen consumer demand, even (or perhaps especially) when online transactions are impeded by technical difficulties.

CASE STUDY #1: Grand failure during the Grand National

A high-profile betting company experienced huge, uneven surges prior to the Grand National. As large number of fans rushed to place wagers, the system failed. Three years running, the company’s platform spiked and crashed repeatedly. Once diagnosed, the betting company set up a system of online queues to manage the onslaught. They fixed the problem, but their customers went to competitor sites. The urgency was gone, they weren’t waiting around in a virtual queue hoping to place a bet. They took their own chances elsewhere.

CASE STUDY #2: Alternative Black Friday, same results

A high-profile retailer staged its own “Black Friday” event alternative, making it into a big marketing event and drawing in unique visitors through a pre-registration process along with tiered access to the event. The first two years the company’s website crashed early and repeatedly, much to the panic of the entire IT department. The diagnosis was straightforward, an isolated print driver error. Once addressed, the following year went off smoothly, thus the volume of sales shot up, right? Wrong. All the press and drama associated with the website’s failure had actually drawn traffic to the website as buyers worried that they were missing something. They were motivated to buy as much as they could, as quickly as they could, in those pockets when the system was online.

CASE STUDY #3: Turn it off and on again

A well-known travel company announced its huge annual sale with much fanfare, but within hours of opening the window for online purchase the entire system crashed. Getting it rebooted and back online was laborious and took huge chunks of time. The issues were eventually identified and remediated, but the airline did not see an increased volume of sales. It turns out buyers responded with more frenzy to a disastrous, fitful online sale where every moment counts than to a smoothly optimised ticket purchasing process.


Ultimately, there are many FOMO variants, but the human instinct for the hunt and desire to be where the action is can significantly influence website traffic.

The trick is to control the randomness of a system IT breakdown and instead modulate it to best commercial advantage.

The key elements required to do this are:

  • Performance – Do your customers’ expectations mirror the amount of time required for you to process on your platform?
  • Efficiency – How do you choose to balance technical time and structure versus cost and other customer priorities?
  • Stability – Do you want things to slow down? Are you having outages, why and at what point?

The strategy to identify and respond to bottlenecks is two-fold but based on data. You need access to data to inform your strategies and decisions.

Technical: The simpler the better.

  • Start outside your APM or monitoring tool.
  • Can you get access to CPU, Disk (I/O), Disk read/write, Memory?
  • If you want defined granularity, can you get that?
  • Once you have that data, do you have a process for interpreting it?

Business-side Operations: Factoring in Technical Realities

  • Orders per second.
  • Web logs that track customers on platform.
  • Overall concurrent users.

A Strategy Going Forward: Once technical data and business metrics have been extracted and a process documented, they can be mapped across the enterprise. Data bears out: Identifying and harnessing the power of consumer FOMO can lead to significant shifts in online patterns, intensity and volume of business.


Key Quotes from the presentation:

• “Are big sites and platforms that can handle really high volumes and make it completely seamless for you customers a good thing? What we found is that in fact it had the inverse impact. People actually spent less money on websites that weren’t spikey, falling over or failing.”

• “The customer being happy doesn’t necessarily correlate to them spending more money with you.”

• “The act of something being sold out becomes a journey itself to go and try to find that thing somewhere else.”

• “Now that we’re all more connected and we can see everything that’s going on in people’s lives, (FOMO) has become much more a thing at the forefront of our everyday lives.”

• “You would think that having a super-stable, super-functional platform would be great but those two years that this retailer was on the news, having a bad day, caused more people to go on their website, more people to try to book stuff. They wanted to know what they were missing out on. Was it some big discount? Was it something they could never get again?”

• “They still talk about how we can do that again … find a process of almost engineering this feeling that what (the website) has got is so valuable that people start to fear missing out getting access to it.”

• “Efficiency. Performance. Stability. Once you have a handle on these three things you can start to choose which levers you need to pull in order to create that scenario where people almost feel like they are missing out. You stop it being a random situation.”

• “It’s not just a technical problem. It’s not just working out performance. There’s also an element of, ‘How do my customers expect this to work. How can I map this to my own internal and my customers’ expectations?’ ”

• “What you want to do is create this scenario where you can really make whatever change you want and you don’t have to worry about it. You understand the ins and the outs of the platform and it just becomes simple.”

• “If you can get the best of both worlds and capitalize on being able to control your platform in the right way but still create that fear of missing out, you’re onto a winner.”


Thomas

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Newest Microsoft Gold partner on the block.

Thomas Ballard · January 22, 2021 ·

Small announcement for Market Hill today. Thanks to our relationship with Northdoor we are welcoming ourselves as the newest Microsoft Gold partner on the block.

What does this mean?

Microsoft has recognised our expert skills in DevOps, Analytics, Data and Cloud platforms.

What does this mean for my portfolio companies?

They can continue to get access to expert thinkers and doers. Letting you spend more time on revenue enhancing projects. But now Microsoft has given us a gold badge.

What sort of projects?

Your portfolio companies might be implementing a new data warehouse, migrating to the cloud or changing development approach.

Working closer with Microsoft can help you get a real ROI from tech change. Engaging with those who understand the value of your business. Working out the impact of that change. Then making that change happen.

Anything else?

Nope, that’s it for now but we have some other announcements in the pipeline that we hope to talk about soon!

Market Hill | a northdoor group company |

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