The amount to invest in R&D varies widely depending on the industry, company size, and strategic objectives. High-tech industries like pharmaceuticals and electronics typically invest a higher percentage of their revenues into R&D. On average, companies invest between 1% to 20% of their revenues in R&D, with sectors like software and pharmaceuticals being on the higher end of that spectrum.