Tuesday, April 11, 2017

On the practice of scenario planning

Chapter 15
(draft)

One difficulty that people face with the Phoenix scenario outlined in the previous chapters is the question of role. It’s not unusual to look at the scenario and its corresponding plays such as “pig in a poke” and ask what happens to the people? A common retort is “leadership is all about people and the leader should sacrifice themselves for their people”. It's a noble idea.

As difficult as it is, you have to remember that in the scenario you are an executive of the conglomerate and your focus is on maximising its advantage. The game is somewhat different if you’re the CEO of the subsidiary. That which brings maximum advantage for one perspective is not necessarily that which brings the maximum benefit for another. There are often many competing interest and many maxima in a single landscape. Whilst the game itself is rarely zero sum (i.e. I win, you lose or vice versa) as both can often benefit, your focus should be on maximising your advantage. It is almost inevitable that the pursuit of such will result in conflict whether it’s the shareholders desire for profit versus the consumers desire for lower product cost or some other trade off. 

When you examine a map, you need to go beyond just the landscape, the why of movement (i.e. this choice over that), the why of purpose (to be this or that) and to consider your role and that of others. There are many actors in a map and they have different perspective. Even the consumer's view of the landscape can be different from that of the producer. Mapping simply shows you a landscape, you have to apply thought, you have to balance conflicts and you have to strive for your maximum advantage. But isn’t this cold hearted? Yes, it can be dispassionate. But remember, you also have to lead and that requires trust from others. There is a cost associated with brutal corporate action and you have to balance another conflict, present action versus future. Become too Machiavellian, too brutal and too few will follow you. Seeking the path with least conflict, to win the war without fighting and to demonstrate how all can benefit is the pinnacle of the craft of war.

Balancing these conflicts, focusing on your role, removing your own bias and understanding the different maxima that exist is one of the hardest challenges that I know for leadership. The practices of mapping are the trivial entry point into this world. The complexity of playing the game is vastly more than just seeing the board, knowing the rules and a few opening plays. I often suspect this is why we like story-telling, magic frameworks such as 2x2s and secrets of success - we paper over a complex world with simple to understand “truths” regardless of how incorrect they are. It makes management easier.

To tease out the concept of role, I’m going to use a generalised scenario that has two variants – one which covers product to product substitution and the other which covers product to utility. I’ll use a single map to describe both and I’m going to focus on a pattern of change rather than user needs. You should be familiar enough with mapping by now that such shortcuts are permissible. 

The "generalised" scenario
You are the founder / CEO of a company that produces a product. You’ve developed a successful business, you are proud of what you have accomplished and the team you have built.  In one variant, your product is being substituted by another product (A1 to A2) e.g. Blackberry vs Android. In the other variant your product is being substituted by a utility (A1 to A3) e.g. traditional hosting versus cloud computing. I’ve drawn these variants on a single map in figure 188.

Figure 188 - a changing space


In any business relationship, there are more than just products involved. There is the practice of how the product is used, data about the product, data consumed by the product and even knowledge about the products construction. I’ve marked examples of this onto figure 189 for our product, A1. How do I know I’ve put the dots in the right place? I don’t. Maps can be tools for explaining general concepts and in this case, I will just assume that the practice around how to use our product is well developed along with the data that underpins it.

Figure 189 - adding practice and data


Now, let us consider the first variant where our product is undergoing substitution from A1 to A2. We are RIM, our flagship Blackberry product is under assault from a range of new Android phones that have appeared on the market. With such substitutions then the existing data, practice and knowledge of the market is still maintained i.e. Android phone might substitute the Blackberry but the practice of using smartphones, the data around the market and even knowledge about construction & use will tend to incrementally improve. I’ve marked this change onto figure 190.

Figure 190 - a substituting product


Unsurprisingly, we are going to have inertia to this change. A significant source of this will be our own past success often represented by our own sales data, our own marketing collateral and our own reward systems. These systems will encourage us to believe that the change won’t happen and with good reason. Such product to product substitutions are highly unpredictable. Whilst it is easy to look back and describe the success of the iPhone, there was no guarantee that the iPhone would succeed or help disrupt the existing market. In fact, the guru of disruption Clayton Christensen stated that the iPhone would fail.

But, let us assume we’ve often experienced such substitutions and we suspect this is happening now to our product. We might have inertia but we understand its source and how to overcome it. For consumers of our product, there will also be some inertia to the change but as long as the practice remains equivalent then this is often mild. Changing a type of phone used within a company (i.e. from Blackberry to Android) is a far easier problem than introducing the concept of a mobile phone for the first time. The latter requires a fundamental shift in any established practices of communication, the former is simply a refinement. I’ve marked the main source of inertia onto our map in figure 191

Figure 191 - inertia to change


As the CEO of a company facing a potential substitution then my understanding of this change provides me with options. The most common of which is known as Charles Handy’s 2nd Curve and the exploitation of an existing position to create a future position. Substitution doesn’t happen overnight and there is still value to be extracted from the “legacy” position before any crisis point is reached. I can use this time to leapfrog the competitors by building a better or adjacent product that exploits the change in the market or even employ a more radical shift or some combination of the above with concepts of differentiation. I have the skills, experience, knowledge, brand (another form of capital), process and data within my company to do this. I might not have the culture though and there is still the inertia to overcome, so it’s not a trivial problem. As a founder CEO, my tendency will often be towards the fight - I’ve built this company, I want to succeed and I want to create a glorious future for my people. I can create a vision, I can sell a purpose and explain why we need to make this change.

There’s never any guarantee to success but as long as I’ve seen the change through constant market monitoring and react quickly enough then I can often overcome it. This requires a strong will, fast action and a willingness to gamble because product substitutions are unpredictable and you can’t plan for this uncertain change in advance. I’ve given an idealised example of this in figure 192 using the concept of leapfrogging a competitor.

Figure 192 - leapfrogging a competitor


Let us now change our role for a moment into that of the hedge fund manager. I’m left with a bit of quandary. We’ve seen the appearance of a product that might substitute the company’s but there is no guarantee that it will. This means that I don’t know which company to invest in for the future, it’s a gamble. Also, if the CEO of the company being substituted is switched on then they might play a comeback with a second curve and a new product. Apple is one of those companies that has successfully played a second curve several times bringing us new products from the iPod to the iPhone to the iPad. A lot depends upon my confidence with the CEO and whether they have done this before. My tendency would be to hedge my bets here and closely monitor.

Here we have two distinct roles, that of CEO (and the options you might play) and that of the hedge fund manager. However, the desire of the CEO / Founder to create a future for their company can be easily aligned with the desires of the hedge fund manager. There might be tension but there’s no real conflict between the roles. Whether the two views are aligned is often more a question of confidence and whether the right culture exists. 

However, let us now play this scenario again and consider the second variant and the substitution of the company’s product by a utility (e.g. A1 to A3). Along with inertia, there’s a number of contributory complications caused by common economic patterns. The first complication is caused by co-evolution of practice. As with more recent examples (e.g. cloud computing and the rise of devops) then the changing characteristics of the act (a move from product to utility) will result in co-evolved practices. This will also apply to data and our knowledge of the space. I’ve marked this change in figure 193.

Figure 193 - co-evolution of practice


It’s not enough to simply react to the change of activity, we have to understand that the entire practice and associated components will also change.  The second complication is that changes from product to utility tends to exhibit a punctuated equilibrium (a rapid period of change), so we have to deal with not only legacy in product but legacy in skill-sets and cope with this in double quick time. 

The third complication is the “legacy” practices, data and knowledge will significantly reinforce inertia and when combined with a rapid speed of change then this doesn’t help me to adapt. My ability to perceive the crisis point will be diminished by the statements of confidence in the current way despite the simple fact that in this case, the shift from product to utility is anticipatable in advance. As the CEO you will be told from all directions why this change won’t happen, your sales team will tell you this, your own engineers are likely to say this and so are your customers. Despite the inevitability of the change, you are given every reason to believe that it won’t happen. The same happened in cloud and it has happened many times before.

Hence, we now have three major sources of inertia to contend with - our past sales data, the change of practice (which will be resisted by our own people) and the impact of a change of practice on our customers (they will also tend to resist). I’ve marked these sources of inertia onto figure 194.

Figure 194 - three points of inertia.


But, it’s worse than this. Not only do you have to overcome multiple sources of inertia but the fourth complication is your choice of direction is far more limited in scope. Beyond niche specialisation, there is no product option in a utility world. You can try to substitute the competitor’s utility with your own but this is a very difficult game especially if you don’t have the skill-sets and the capability to do this. If you’re dominated by legacy practice, data and knowledge then it is highly unlikely that you will have that capability. Any alternative path you wish to introduce will need to be far more radical. You might think that companies can play a second curve in this position and build a future whilst exploiting the past but the mechanics are so different, the practices so alien and situational awareness often so poor that the crisis point is usually upon them when most are still debating if there even might be a future crisis point. To compound this, they have none of what they need.

However, let us assume that you’re a canny CEO and you know these problems. Your desire is still to build that glorious future. You want to play the second curve game and understand there is limited opportunity in the utility space as you’re late to the party. Instead, you’re going to create a radical new future. You’ll have to completely reinvent a “successful” company with a new set of uncertain activities. This is an enormous gamble even as a startup but you'll be trying to do this with an existing company with a legacy business that not only wants to fight you but few will understand why you are embarking on this route. Talk about the Augean stables, this is not going to be an easy or pleasant task. This doesn’t mean it cannot be done but the level of situational awareness and gameplay required are off the charts. There’s a long history of CEOs trying to implement radical and poorly understood changes being ousted by boards. I’ve seen numerous successful examples of the second curve played out in product to product substitution but by the same measure I’ve seen as many second curve failures played out in a product to a utility world. All the past giants of computing infrastructure that tried to play a second curve game against the new cloud entrants have failed with the possible exception of Microsoft. But then, Microsoft wasn't a hardware company.

Of course, it didn’t have to be this way. This form of change, the substitution from product to utility, can be anticipated well in advance and there is no reason a company should find itself in that position. Unfortunately - or fortunately, depending upon your perspective - almost all companies fail to understand such basic economic patterns and hence fail to anticipate and prepare for them. However, let us assume that though you face this unfortunate position of being substituted by a utility that you’re the warrior style CEO and won’t give up the fight. You are Queen Boudica, the warrior leader, the stuff that legends are made of. Well, it’s not only the company, your staff and your customers who are going to fight you in your pursuit of a better future - it’s also the financial markets. To explain why, let us one again switch to the role of the hedge fund manager. 

Let us focus for a moment on cloud computing as it represents a timely example of this form of product to utility substitution with a rapid period of change and co-evolved practices that were all highly anticipatable. At the same time this is occurring, there is also a significant legacy of activities and practice. So, ask yourself the question of where do you invest? The immediate response tends to be - “in the cloud space” - because that’s now seen as the future. But this wasn’t the case in 2008. There was still lots of uncertainty in the market despite the change being highly anticipatable. Let us assume that you are that rare beast, a hedge fund manager with a good helping of situational awareness. You don’t tend to be caught unawares by highly anticipatable changes.

In such a case, it is true for you that longer term capital gains will be made by investing in that future focused space but this is only part of the story. There is also the potential for shorter term benefits as companies provide services to those with legacy activities and practice. As the hedge fund manager you should be aware that the legacy will eventually diminish but there exists money now and as long as those companies are returning capital to shareholders then a short term benefit exists. To maximise my advantage, I'd be looking to invest in the long term capital gains from those developing the future industry but at the same time reap short term benefits (in terms of dividends) from those extracting value from legacy. However, this assumes that the CEOs playing in the legacy space know their role. The ideal scenario for hedge funds are companies that are sweating legacy business models to return value to shareholders which can be combined with acquisition of equivalent business (again for synergies). As a hedge fund then I'm after a “rent extraction” machine - "up those license fees, squeeze those costs, return that capital" is the motto! Of course, eventually those companies will run out of runway i.e. there’s no-one else left in the legacy space to acquire or there’s no more cost cutting to be done and the business model will continue to decline. From a hedge fund perspective, this is also fine because you’re also already invested in the future. Shortly before cracks start to appear, I'd be moving capital out of the legacy space and start shorting. 

This play of “sweating” an existing business is very different from the second curve. There are many variations of the play from sweat and dump i.e. disposal of the legacy to sweat and acquire i.e. buying up similar assets to gain greater opportunity for cost cutting & efficiency.  They sound brutal but they have a number of discrete benefits. For the hedge fund it means high short term dividends. For the executive, it maintains and can even grow share price for a time. This sort of play can often sustain a legacy space for a decade or more. However, it’s important to understand your role. If you’re an executive in such a space then your role is to sweat and return dividends. You have to maximise this local opportunity until it is overwhelmed by the debt of the past. But, as the CEO / founder of a company in that legacy position then you are likely to ask what’s the plan for the future? The honest answer is probably none. I’ll come to that “probably” in a moment. Your role is to sweat, return capital and disappear over the horizon - well, that's the investment view. Let us just say that most don’t react well to this. 

As the CEO, you’ve not only got your sales team, employees (with the exception of a few rebels) and customers fighting against your attempts to make a future but if you're really unlucky then you’ve probably also got savvy hedge fund managers trying to dissuade you of the notion. Your future is one of rent extraction and the cliff, hardly the glorious image that most hope to create. As the CEO, you can try and push back against the hedge fund but they will tend to fight you. As the fund manager then I would have already invested in those new entrants that are building the more certain future with their utility services. Anything you spend is capital that you should be returning to me not gambling on some uncertainty. I’m investing in you to maximise the local conditions and it's returning dividends that is keeping your share price and your rewards up. Get this wrong and you’ll find the financial markets can themselves be a significant source of inertia to changing direction. From a point of view of the market, this is actually fairly optimal. The legacy is removed whilst the future flourishes. Your role in such a position is one of legacy removal and the market will not reward you for not playing that role.

In the first variant (product to product substitution) then as the CEO you’re playing a second curve because it’s the right context specific play. You’re trying to build a new future given a possible substitution of your core product set and an impending future crisis point. You can often achieve this because you have the skills (i.e. capability), process and data to support such efforts. In the second variant (product to utility substitution) then as the CEO you’re playing some form of “sweating” game because it’s the right context specific play. You’re not trying to build a future, not trying to run a second curve but trying to extract as much value as possible before the system collapses. The nature of what you do, your role in the game, changes with context. 

“What if I want to build a future?", "I refuse to go quietly!", "What about the people!” are often phrases I hear especially with founders when we discuss this. Well, you can’t tell employees that the company has no future and so you probably need to play a bit of theatre and paint a picture of one. 

“That’s dishonest! I want to build an actual future!” are often common replies.

Well, there is an upside to playing the game. “Probably none” doesn’t mean none and there is a path though it’s not an easy one. The odds of you achieving a future position without exceptional situational awareness and a culture to match are not great but they are something. Leadership is neither easy nor is it necessarily comfortable. The first advantage of playing along with the role is that you’re buying time. This gives your employees more of a future (which I’m sure they would thank you for) and so as unpalatable as it is (the waves of cost cutting) then consider it a more graceful withdraw for the company from the market. With skill this can easily last a decade a more. However, we can go one step further and create a future assuming we don’t make the grand mistake. 

What grand mistake?
This is known as the spiral of death. Let us assume that the shift from product to utility (what I describe as the “war”) is upon us and we’re in the position of “rent extraction” from a legacy. Capital is already flowing into new industries (more evolved utilities along with higher order systems that have been created on top of this) and we’re watching this marvellous new world forming but we’re on the sidelines. The good news is we’re maintaining our position for now through sweating and possibly acquiring legacy assets. You’re going through the fairly difficult time of cutting costs in order to restore profitability due to declining revenue. You may be acquiring and performing more of the same. It’s a tough spot especially when you look at spectacular growth elsewhere. Your problem is the revenue will continue to erode due to evolution in the value chain. You need to somehow respond by adapting and possibly moving up the value chain despite the resistance and any inertia created by your legacy customers, your sales data and often your own people. But the financial markets are demanding more and you know you’re going to have to cut deeper.

The grand mistake is that we tend to cut away exactly the things we need to create that future. In any layoffs for example, it is very easy to use metrics based upon performance in the “past” world and therefore remove those seen as less successful in that previous era. That doesn't sound too bad but the result is you end up with a higher density of people successful in the past models (which are now in decline due to evolution) and hence you'll tend to reinforce your cultural inertia to change. Unfortunately, we also tend to remove the radicals, the trouble makers and the pioneers i.e. those often annoying people who are likely to stick a soldering iron into a pot of ink, create inkjet printers and save the company. Much of this spiral of death played out in RIM as it attempted to cut costs, return to profitability, reinvent the past and found itself lacking in the capability it needed to create a future. So let us assume, that as a canny CEO that you’re not only playing the game to buy time but you’re being careful not to invoke the spiral of death by reinforcing your own inertia and removing the radicals that might save you. What are you playing for? The lucky break.  

The “sweating” game buys you one thing - time - but don’t waste it. As much as investment companies might want you to return capital, you need to resist this to some extent. A bit of experimentation added with time can sometimes find you the radical route into a brave new world often in an unrelated area. Take IBM today, after 19 consecutive quarters of declining revenue and no let up to the woe then you'd probably conclude they are in a tough spot. They're betting on Watson (and other initiatives) but at the same time other larger players - Amazon, Google, Microsoft - are circling in that space. It's tough, it can't be easy and lots of job cuts have already happened. But cutting costs buys IBM time, it gives it more chance to keep rolling the dice for that lucky break assuming that they're not cutting away the radicals, the pioneers and the very people who might save them. What might that lucky break be? Who knows, the uncharted space is uncertain which is why you have to experiment. Maybe they'll turn Watson internally and create the first artificial intelligence CEO - that would probably terrify the strategy consultancy industry. Maybe their future is being acquired and getting squeezed in some grander game to buy time. Oracle? Who knows, the actions of other actors are difficult to determine. All you can hope to do is play for time.

If you get your lucky break, you will of course be able to claim that you played the second curve as you build a glorious new future. But don't forget, you got lucky. There’s nothing wrong with that. Using a “sweating” play to buy time in order to maximise your chances to find a lucky path out of trouble is a perfectly reasonable rearguard action. Your goal however is the experimentation and to pray to the fates. Hence the importance of not going around removing the very capabilities that you’ll be buying time for to come up with that lucky break. You need to be very careful with where you cut. It’s hardly the more forward thinking, purposeful and deliberate play of a second curve or preparing for the inevitable industrialisation of a space in advance but it gives you a chance.

The scenario above concerns substitution, one variant is product to product, one is product to utility. The way you play the game, your role in the game and how you’ll be treated by others are very different. Obviously I’ve simplified the "generalised" scenario because most companies have a diversified set of offerings, so the actual play depends upon your context. It’s also why position and movement are critical i.e. finding yourself in a position of having an entire legacy product set being substituted by a utility is entirely preventable as it can be anticipated. Equally, should be playing the second curve game when you're riding high on the product wave and not when things are starting to go south. Unfortunately, you can find yourself at the helm of a company where the decisions that should have been made long ago weren’t and the position is woeful. Your range of options is often curtailed by past bad choices. One of the other saving graces is that situational awareness is not only poor in companies, it also turns out to be poor in investment houses. This might not solve your problem in the product to utility case by creating a future but it can provide a route to selling a bigger story and creating a perception of one. This can buy you even more time as you try to work your way out of the problem.

So will the maps help me?
Maps unfortunately don’t tell you what to do. They are a means of communication, collaboration and learning patterns. You have to apply thought and find the most probable path to survival and success but there is always the lucky break (and its nemesis the Black Swan).  That process of decision and of the application of thought to a map is wrapped up in your understanding of the landscape, the climatic patterns impacting it, your understanding of gameplay, your role (as perceived by yourself and others) and ultimately choice. There is always an analytical and emotional element to that choice which is why it is so draining. The analytical side will tell you what is likely to happen, where not to invest and where you might invest. However, parts of the map are uncharted (“Ere be Dragons”), parts are uncertain (product to product substitution) and the gameplay of competitors is often unknown. Whilst we know that the industrialisation of one thing (electricity) opens up adjacent possibilities of novel higher order systems (radio, TV, refrigeration blankets) it is not possible to say which one of those will succeed. In the end there is always an element of gut feel and leading the charge. This cannot be removed but neither should it dominate everything. 

Leading the charge is also important because we have to act. It’s movement which is the key to learning. Without movement, we do not discover, we do not explore, we do not learn and in most cases, we simply die. Maps simply provide a systematic way of learning, of not repeating old mistakes, of applying patterns from one context to another. They don't tell you what to do.

With that in mind, I buried several common failures of sensible executives within the Phoenix scenario. It’s worth going through those now. Do remember, that people aren’t daft. Executives don’t make these mistakes because of a lack of wit. The problem is blindness. If you cannot see the board whether visually or through some mental model then you cannot learn the patterns and you are moving in the dark, stumbling from one step to another as though it’s the first step you or anyone else has ever taken down that well trodden path. We often bemoan CEOs over their pay or lack of performance and whilst in some cases it is justified, many are caught in a world not of their making, trying to navigate without any understanding of the landscape whilst bombarded by inertia & magic solutions. This is also why leadership requires fortitude. Being in a position of having to make the hard choices and the physical and mental exhaustion of playing the games is one of the reasons why I don’t seek leadership positions. I’ve found myself in that position out of necessity but why anyone would seek to be in that position is beyond me. 

Anyway, assuming you’re unlucky enough to find yourself in the role then, a few common mistakes:-

Expand into an overseas market
When our existing market is undergoing a shift from product to more commodity (or utility) then there is often the temptation to avoid the problem by selling into a less developed market. This can buy some time but at the cost of increasing inertia to the change that’s needed. You’re actively avoiding the problem and the competitor will not only chow down on your existing market but the one you’re busy helping to create for them.

We need to innovate more
The problem with trying to innovate your way out of a war (i.e. substitution from product to utility) is that the creation of the novel and new is highly uncertain by nature and it's far too easy for the competitor to play a tower and moat game i.e. for them to copy any successful differential you create. The effect of the tower and moat play is that whilst the competitor continue to build up and strengthen their future position (the tower) in a utility space then your efforts to differentiate in a product world end up just enhancing this by helping the competitor to copy and grow a moat devoid of differential value around their tower. When you finally make the plunge into the future market then you're likely to have been delayed because of efforts to differentiate (not a good move in a punctuated equilibrium i.e. rapidly changing market) and you will have nothing different to offer from the now incumbent competitor. This is pretty much a disaster. 

We need to cut costs to return profitability
Whilst cost cutting can be useful, when you use it to attempt to recreate the past then be careful to avoid the spiral of death caused by self-reinforcing inertia. The past is going, you need to accept this. If you’ve been caught in such a legacy position then understand your role, use this to buy more time and encourage that experimentation.

We need to price cut
Price cuts are a perfectly useful form of gameplay but again be careful. Unless you understand the competitor’s value chain then you're unlikely to know if they have constraints which limit their own price reductions. It’s very easy to get into a game of last man standing with a competitor that has significantly more potential for price reductions than you do.

We need to differentiate.
In a product to utility substitution then the danger here can be twofold. First there is the existing consumers inertia to change which is often represented by a desire to maintain the existing model rather than to adapt. They will encourage you in this differentiation play and it becomes very easy to be seduced by it. The problem is that as their competitors adapt, the pressure on them mounts to adapt (the Red Queen) and though they tell you they want the past, they often end up buying the future. The second problem depends upon whether your competitor is using some form of ecosystem model. If they're using an ILC (innovate - leverage - commoditise) like model then their rate of apparent innovation, efficiency and customer focus will all increase with the size of their ecosystem. This means as much as we try to out innovate, we can easily be overwhelmed by their ecosystem. For example, look at Amazon Web Services. When you consider AWS, don't think of it as going up against a company with a rapidly growing $12bn in revenue and thousands of developers instead you're taking on the entire AWS ecosystem. Consider that to be Amazon's entire R&D effort and ask, do you really have what it takes?

All of the above can equally be useful, if applied in the right context. But what has this got to do with the practice of scenario planning? This entire chapter has been all about introducing you to the concept of variants, of different possible scenarios, of different roles, of different contexts and the interplay between them. With this in mind, let us plunge into another scenario.

The “LFP” Scenario

Who are you?
You are the CEO of a small software company with 100 employees. You have been approached by a global conglomerate that is interested in commissioning your company to build them a new service.

The service
The service should be designed to help sell large format printers (LFP), one of their main products. Each LFP sells for in excess of $2,000. The service must consist of: -

a microsite for potential customers interested in finding out more about large format printers. The site should provide a link to an online testing application.

an online testing application for potential customers to upload an image and have printed on the LFP of their choice. The visitors to the testing application can either be direct (i.e. through marketing) or indirect (i.e. via the microsite).

A back-end system to distribute the printed image to the potential customer including a brochure on the LFP used and a follow on sales call. 

Each delivered print will be considered a lead.

Because of past bad experiences, the conglomerate has moved towards more value based contracts (known as worth based development). They would like you to invest in, build and operate the service and they will pay you $40 for each lead delivered. You will retain ownership of any IP related to the service, though there is a clause for exclusive provision to the client for the length of term of the contract which is one year.

Sales and Marketing
Sales and marketing feel this is a good project because of the brand name. They’ve examined the LFP market which has a CAGR (compound annual growth rate) of 4.5% with over 310,000 units shipped. Currently the client represents around 15% market share. Though it is considered to have the best LFP products in the space, it has also been losing ground due to weak marketing.  Sales highlight that if successful then this project could be sold elsewhere, the potential market is significant and it provides a valuable in-road into the client for other projects.

Project Management
Your project management team are keen to try working on an outcome basis. They argue that this is a potential future model which might solve many of the client conflicts they’ve experienced in the past. Gaining experience in such a space seems worthwhile. They’ve looked at the client figures and developed a financial model with systems, development, marketing and finance. 

Finance & Legal
Your CFO is cautious and points out that there are some significant downsides if things go wrong. For example, one possible outcome is we end up with a net cash outflow of almost $800k before disposal of any assets. There is unfortunately a complication which the CFO highlights. There are two competing proposals for building our solution. One is to build using in-house infrastructure (a “build in-house” variant), the other is to build using a public code execution environment that provides charging at the functional level based upon consumption of resource (a “build public” variant). 

The net effect of this is the “build public” option has higher but more variable costs whereas the “build in-house” variant has significant stepwise increases in investment once the service exceeds 100,000 users per month. These stepwise increase are due to additional development (requires a more distributed architecture), the infrastructure itself and hosting. Legal points out that once we sign up to the contract, we’re responsible for providing and funding the service for one year and hence if we get this wrong, we have to fund the investment regardless of whether we see a corresponding revenue increase.

Given the uncertainties, the CFO has modelled the two variants (in-house, public) of the scenario with each variant examining four possible outcomes. The outcomes vary according to:

the number of direct visitors to the testing application
the number of microsite visitors
the rate of conversion of microsite visitors to use the testing application (indirect visitors)

The CFO is unconvinced by marketing’s conversion rate from total visitors (i.e. both direct and indirect) of the testing application to leads. Given we’re being paid by the lead, the CFO views this as critical. The CFO agrees that marketing has put together a compelling case of how the service will be a roaring success but highlights that no-one seems willing to provide a probability for each of the outcomes. There is a lot of uncertainty over which of the four will be more likely.

In terms of operational cost such as print and distribution, the CFO is more satisfied that we have a good handle on this. The CFO also notes that the in-house solution does return hardware assets that have value after depreciation is considered. These could be disposed of or repurposed but we have a somewhat less than perfect record here. The normal ROI (return on investment) the company expects to make on any project is around 40%. 

The two variant models (in-house, public) of the scenario, each covering four possible outcomes are provided in figures 195 and 196. The figures are provided as a “best guess” estimate of the four outcomes. What the actual outcome will be is uncertain. In the first variant, some disposal figures have been provided for the in-house assets assuming these are not repurposed.

Figure 195 – Variant I, the In-house model



Figure 196 – Variant II, the public platform model


Engineering
Development has also provided a map of the space including the two variants. The variants are explained as simply a shift from a more product style of platform (requiring us to build, maintain and operate our own product stack) to a more utility environment.  This has a significant change in terms of providing function based billing where greater transparency, clarity and variability on IT expenditure can be achieved. These environments are relatively new but development believe that building skills in this “serverless” space is essential for future competitiveness. The map is provided in figure 197 with point 1 being the in-house solution and point 2 being the public platform solution.

Figure 197 – A map of the landscape


Systems and security both have concerns. Whilst security is concerned over the lack of experience in this space, it also recognises a necessity to develop appropriate skills. Systems highlights that it has ample skills in developing such environments, it states that it can build the environment more effectively than a generalised public provider. The head of systems also says that by embarking on a route of using an untested public service for such a visible and important project then we’re sending a worrying message to the systems team.  

The board
The board are uncomfortable with this project preferring the more tested routes of contract negotiation that the company has established. However, though not comfortable there is no objection to it.

Your choice
You have the map, the background and the financial models. You need to consider the landscape, the roles involved, your role and what's the best way to play this game. Once you’ve signed the contract then the company will be taking any risk and paying for an early stage investment. That early stage investment may significantly rise depending upon which outcome starts to emerge. 

Given everything you’ve been told, you now need to decide: -
  • Do you sign the contract or not? 
  • If you do sign which variant do you go for (in-house or public)?
  • Are there any other changes that you'll make?



The book so far

Chapter 1 — On being lost
Chapter 2 — Finding a path
Chapter 3 — Exploring the map
Chapter 4 — Doctrine
Chapter 5 — The play and a decision to act
Chapter 6 — Getting started yourself
Chapter 7 — Finding a new purpose
Chapter 8 — Keeping the wolves at bay
Chapter 9 — Charting the future
Chapter 10 — I wasn’t expecting that!
Chapter 11 — A smorgasbord of the slightly useful
Chapter 12 — The Scenario
Chapter 13 — Something wicked this way comes
Chapter 14 — To thine own self be true


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