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, thatโs not the right starting point for most companies.
Here are four initial approaches to think about R&D as a finance professional:
๐ญ. ๐๐ฎ๐น๐ฐ๐๐น๐ฎ๐๐ฒ ๐ฅ&๐ ๐ฎ๐ ๐ฎ % ๐ผ๐ณ ๐ฆ๐ฎ๐น๐ฒ๐
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:
โข Is R&D as % of sales increasing or decreasing year-over-year? Why?
โข 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.
๐ฎ. ๐๐๐ผ๐น๐ฎ๐๐ฒ ๐ฃ๐ฟ๐ผ๐ฑ๐๐ฐ๐ ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐ ๐๐ถ๐๐ต๐ถ๐ป ๐ฅ&๐
Once you’ve established a baseline using R&D as a % of sales, the next step is to unpack whatโs included.ย Most people associate R&D with developing products for customers, but it often includes additional expenditures, such as:
โข Product managers supporting sales teams in pitching new business (S&M)
โข 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, itโs useful to ask about the ROI on the non-product spend as well or analyze as part of another function.
๐ฏ. ๐๐๐ฐ๐ธ๐ฒ๐ ๐ฅ&๐ ๐ฆ๐ฝ๐ฒ๐ป๐ฑ ๐ถ๐ป๐๐ผ ๐๐ฎ๐๐ฒ๐ด๐ผ๐ฟ๐ถ๐ฒ๐
Once youโve isolated product development, bucket spend into different categories such as:
โข ๐๐
๐ถ๐๐๐ถ๐ป๐ด ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐: Enhancing features, fixing bugs, etc.
โข ๐ฃ๐ฟ๐ผ๐ฑ๐๐ฐ๐ ๐ฒ๐
๐ฝ๐ฎ๐ป๐๐ถ๐ผ๐ป๐ ๐ผ๐ฟ ๐ฎ๐ฑ๐ท๐ฎ๐ฐ๐ฒ๐ป๐ ๐ผ๐ฝ๐ฝ๐ผ๐ฟ๐๐๐ป๐ถ๐๐ถ๐ฒ๐
โข ๐ ๐ผ๐ผ๐ป๐๐ต๐ผ๐๐: 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.
๐ฐ. ๐ฆ๐๐ฎ๐ฟ๐ ๐๐ผ ๐ ๐ฒ๐ฎ๐๐๐ฟ๐ฒ ๐ฅ&๐ ๐๐ณ๐ณ๐ฒ๐ฐ๐๐ถ๐๐ฒ๐ป๐ฒ๐๐
Although challenging, it’s important to start to look at R&D effectiveness.ย A few metrics to start:
โข ๐ก๐ฒ๐ ๐ฃ๐ฟ๐ผ๐ฑ๐๐ฐ๐ ๐ฉ๐ถ๐๐ฎ๐น๐ถ๐๐ ๐๐ป๐ฑ๐ฒ๐
: Revenue from products launched in the past 2-5 years as a percentage of total revenue
โข ๐ฅ&๐ ๐ฅ๐ข๐: Revenue, or profit, from new products over associated R&D spend
โข ๐ฅ&๐ ๐๐ป๐ฑ๐ฒ๐
: Y/Y organic revenue growth over R&D spending as a percentage of revenues during the first year
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