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The (Surprisingly) Simple Economics of Artificial Intelligence Net Present Value (NPV) / MBA Resources

Introduction to Net Present Value (NPV) - What is Net Present Value (NPV) ? How it impacts financial decisions regarding project management?

NPV solution for The (Surprisingly) Simple Economics of Artificial Intelligence case study


At Oak Spring University, we provide corporate level professional Net Present Value (NPV) case study solution. The (Surprisingly) Simple Economics of Artificial Intelligence case study is a Harvard Business School (HBR) case study written by Ajay Agrawal, Joshua Gans, Avi Goldfarb. The The (Surprisingly) Simple Economics of Artificial Intelligence (referred as “Prediction Cheap” from here on) case study provides evaluation & decision scenario in field of Strategy & Execution. It also touches upon business topics such as - Value proposition, Strategy, Technology.

The net present value (NPV) of an investment proposal is the present value of the proposal’s net cash flows less the proposal’s initial cash outflow. If a project’s NPV is greater than or equal to zero, the project should be accepted.

NPV = Present Value of Future Cash Flows LESS Project’s Initial Investment






Case Description of The (Surprisingly) Simple Economics of Artificial Intelligence Case Study


Re-framing a technological advance as a shift from scarce to abundant or from expensive to cheap is invaluable for thinking about how it will affect your business. Computers made arithmetic cheap, with vast implications for industries whose products could be digitized, such as photography and music. Artificial Intelligence, the authors argue, will be economically significant because it will make something very important a lot cheaper: prediction. The challenge will be to identify situations in which prediction will be valuable, and then figure out how to benefit as much as possible from that prediction.


Case Authors : Ajay Agrawal, Joshua Gans, Avi Goldfarb

Topic : Strategy & Execution

Related Areas : Strategy, Technology




Calculating Net Present Value (NPV) at 6% for The (Surprisingly) Simple Economics of Artificial Intelligence Case Study


Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 6 %
Discounted
Cash Flows
Year 0 (10008558) -10008558 - -
Year 1 3467443 -6541115 3467443 0.9434 3271173
Year 2 3969388 -2571727 7436831 0.89 3532741
Year 3 3965630 1393903 11402461 0.8396 3329619
Year 4 3248185 4642088 14650646 0.7921 2572867
TOTAL 14650646 12706400




The Net Present Value at 6% discount rate is 2697842

In isolation the NPV number doesn't mean much but put in right context then it is one of the best method to evaluate project returns. In this article we will cover -

Different methods of capital budgeting


What is NPV & Formula of NPV,
How it is calculated,
How to use NPV number for project evaluation, and
Scenario Planning given risks and management priorities.




Capital Budgeting Approaches

Methods of Capital Budgeting


There are four types of capital budgeting techniques that are widely used in the corporate world –

1. Net Present Value
2. Payback Period
3. Profitability Index
4. Internal Rate of Return

Apart from the Payback period method which is an additive method, rest of the methods are based on Discounted Cash Flow technique. Even though cash flow can be calculated based on the nature of the project, for the simplicity of the article we are assuming that all the expected cash flows are realized at the end of the year.

Discounted Cash Flow approaches provide a more objective basis for evaluating and selecting investment projects. They take into consideration both –

1. Magnitude of both incoming and outgoing cash flows – Projects can be capital intensive, time intensive, or both. Prediction Cheap shareholders have preference for diversified projects investment rather than prospective high income from a single capital intensive project.
2. Timing of the expected cash flows – stockholders of Prediction Cheap have higher preference for cash returns over 4-5 years rather than 10-15 years given the nature of the volatility in the industry.






Formula and Steps to Calculate Net Present Value (NPV) of The (Surprisingly) Simple Economics of Artificial Intelligence

NPV = Net Cash In Flowt1 / (1+r)t1 + Net Cash In Flowt2 / (1+r)t2 + … Net Cash In Flowtn / (1+r)tn
Less Net Cash Out Flowt0 / (1+r)t0

Where t = time period, in this case year 1, year 2 and so on.
r = discount rate or return that could be earned using other safe proposition such as fixed deposit or treasury bond rate. Net Cash In Flow – What the firm will get each year.
Net Cash Out Flow – What the firm needs to invest initially in the project.

Step 1 – Understand the nature of the project and calculate cash flow for each year.
Step 2 – Discount those cash flow based on the discount rate.
Step 3 – Add all the discounted cash flow.
Step 4 – Selection of the project

Why Strategy & Execution Managers need to know Financial Tools such as Net Present Value (NPV)?

In our daily workplace we often come across people and colleagues who are just focused on their core competency and targets they have to deliver. For example marketing managers at Prediction Cheap often design programs whose objective is to drive brand awareness and customer reach. But how that 30 point increase in brand awareness or 10 point increase in customer touch points will result into shareholders’ value is not specified.

To overcome such scenarios managers at Prediction Cheap needs to not only know the financial aspect of project management but also needs to have tools to integrate them into part of the project development and monitoring plan.

Calculating Net Present Value (NPV) at 15%

After working through various assumptions we reached a conclusion that risk is far higher than 6%. In a reasonably stable industry with weak competition - 15% discount rate can be a good benchmark.



Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 15 %
Discounted
Cash Flows
Year 0 (10008558) -10008558 - -
Year 1 3467443 -6541115 3467443 0.8696 3015168
Year 2 3969388 -2571727 7436831 0.7561 3001428
Year 3 3965630 1393903 11402461 0.6575 2607466
Year 4 3248185 4642088 14650646 0.5718 1857160
TOTAL 10481222


The Net NPV after 4 years is 472664

(10481222 - 10008558 )








Calculating Net Present Value (NPV) at 20%


If the risk component is high in the industry then we should go for a higher hurdle rate / discount rate of 20%.

Years              Cash Flow     Net Cash Flow     Cumulative    
Cash Flow
Discount Rate
@ 20 %
Discounted
Cash Flows
Year 0 (10008558) -10008558 - -
Year 1 3467443 -6541115 3467443 0.8333 2889536
Year 2 3969388 -2571727 7436831 0.6944 2756519
Year 3 3965630 1393903 11402461 0.5787 2294925
Year 4 3248185 4642088 14650646 0.4823 1566447
TOTAL 9507427


The Net NPV after 4 years is -501131

At 20% discount rate the NPV is negative (9507427 - 10008558 ) so ideally we can't select the project if macro and micro factors don't allow financial managers of Prediction Cheap to discount cash flow at lower discount rates such as 15%.





Acceptance Criteria of a Project based on NPV

Simplest Approach – If the investment project of Prediction Cheap has a NPV value higher than Zero then finance managers at Prediction Cheap can ACCEPT the project, otherwise they can reject the project. This means that project will deliver higher returns over the period of time than any alternate investment strategy.

In theory if the required rate of return or discount rate is chosen correctly by finance managers at Prediction Cheap, then the stock price of the Prediction Cheap should change by same amount of the NPV. In real world we know that share price also reflects various other factors that can be related to both macro and micro environment.

In the same vein – accepting the project with zero NPV should result in stagnant share price. Finance managers use discount rates as a measure of risk components in the project execution process.

Sensitivity Analysis

Project selection is often a far more complex decision than just choosing it based on the NPV number. Finance managers at Prediction Cheap should conduct a sensitivity analysis to better understand not only the inherent risk of the projects but also how those risks can be either factored in or mitigated during the project execution. Sensitivity analysis helps in –

What are the key aspects of the projects that need to be monitored, refined, and retuned for continuous delivery of projected cash flows.

What can impact the cash flow of the project.

What will be a multi year spillover effect of various taxation regulations.

Understanding of risks involved in the project.

What are the uncertainties surrounding the project Initial Cash Outlay (ICO’s). ICO’s often have several different components such as land, machinery, building, and other equipment.

Some of the assumptions while using the Discounted Cash Flow Methods –

Projects are assumed to be Mutually Exclusive – This is seldom the came in modern day giant organizations where projects are often inter-related and rejecting a project solely based on NPV can result in sunk cost from a related project.

Independent projects have independent cash flows – As explained in the marketing project – though the project may look independent but in reality it is not as the brand awareness project can be closely associated with the spending on sales promotions and product specific advertising.






Negotiation Strategy of The (Surprisingly) Simple Economics of Artificial Intelligence

References & Further Readings

Ajay Agrawal, Joshua Gans, Avi Goldfarb (2018), "The (Surprisingly) Simple Economics of Artificial Intelligence Harvard Business Review Case Study. Published by HBR Publications.


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