During an interview for an FP&A role at a biotech company several years ago, the head of R&D asked how I would evaluate their sizable annual R&D investment. I suggested project-level discounted cash flows (DCFs), but my answer was impractical and incomplete.

R&D is often a challenging area for finance professionals, requiring a delicate balance of strategic alignment, cost control, and value creation. While project-based DCFs would be ideal in a perfect world, thatโ€™s not the right starting point for most companies.

Here are four initial approaches to think about R&D as a finance professional:

๐Ÿญ. ๐—–๐—ฎ๐—น๐—ฐ๐˜‚๐—น๐—ฎ๐˜๐—ฒ ๐—ฅ&๐—— ๐—ฎ๐˜€ ๐—ฎ % ๐—ผ๐—ณ ๐—ฆ๐—ฎ๐—น๐—ฒ๐˜€
While this may be obvious, R&D as a % of sales is a good starting point. While this metric alone will not provide the full picture, it establishes a baseline for comparison:

โ€ข Is R&D as % of sales increasing or decreasing year-over-year? Why?
โ€ข How does R&D as % of sales compare with competitors? Can you articulate why your company is higher or lower?

If the narrative around the trends does not make sense, there may be potential to better understand R&D effectiveness or even rationalize.

๐Ÿฎ. ๐—œ๐˜€๐—ผ๐—น๐—ฎ๐˜๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜ ๐˜„๐—ถ๐˜๐—ต๐—ถ๐—ป ๐—ฅ&๐——
Once you’ve established a baseline using R&D as a % of sales, the next step is to unpack whatโ€™s included.ย Most people associate R&D with developing products for customers, but it often includes additional expenditures, such as:

โ€ข Product managers supporting sales teams in pitching new business (S&M)
โ€ข Engineers working on internal tools for employees (COGS or G&A)

The goal is to understand how much is spent on product development, so that you can start to think about the return on that investment. However, itโ€™s useful to ask about the ROI on the non-product spend as well or analyze as part of another function.

๐Ÿฏ. ๐—•๐˜‚๐—ฐ๐—ธ๐—ฒ๐˜ ๐—ฅ&๐—— ๐—ฆ๐—ฝ๐—ฒ๐—ป๐—ฑ ๐—ถ๐—ป๐˜๐—ผ ๐—–๐—ฎ๐˜๐—ฒ๐—ด๐—ผ๐—ฟ๐—ถ๐—ฒ๐˜€
Once youโ€™ve isolated product development, bucket spend into different categories such as:

โ€ข ๐—˜๐˜…๐—ถ๐˜€๐˜๐—ถ๐—ป๐—ด ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐˜€: Enhancing features, fixing bugs, etc.
โ€ข ๐—ฃ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐—ฒ๐˜…๐—ฝ๐—ฎ๐—ป๐˜€๐—ถ๐—ผ๐—ป๐˜€ ๐—ผ๐—ฟ ๐—ฎ๐—ฑ๐—ท๐—ฎ๐—ฐ๐—ฒ๐—ป๐˜ ๐—ผ๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€
โ€ข ๐— ๐—ผ๐—ผ๐—ป๐˜€๐—ต๐—ผ๐˜๐˜€: High-risk, high-reward bets

Google popularized the above categories and sought a balance of 70/20/10, but the buckets and allocations will be different for every company. The goal is to clarify investments, seek alignment and potentially reduce lower value spend.

๐Ÿฐ. ๐—ฆ๐˜๐—ฎ๐—ฟ๐˜ ๐˜๐—ผ ๐— ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฒ ๐—ฅ&๐—— ๐—˜๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ๐—ป๐—ฒ๐˜€๐˜€
Although challenging, it’s important to start to look at R&D effectiveness.ย A few metrics to start:

โ€ข ๐—ก๐—ฒ๐˜„ ๐—ฃ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐—ฉ๐—ถ๐˜๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—œ๐—ป๐—ฑ๐—ฒ๐˜…: Revenue from products launched in the past 2-5 years as a percentage of total revenue
โ€ข ๐—ฅ&๐—— ๐—ฅ๐—ข๐—œ: Revenue, or profit, from new products over associated R&D spend
โ€ข ๐—ฅ&๐—— ๐—œ๐—ป๐—ฑ๐—ฒ๐˜…: Y/Y organic revenue growth over R&D spending as a percentage of revenues during the first year

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