Technology valuation estimates the economic value of a technology or intellectual-property (IP) asset - patents, software, trade secrets.

Three standard approaches:

• Cost approach - what it would cost to recreate the asset
• Market approach - comparable arms-length transactions
• Income approach - present value of future economic benefits (most common)

This pitch focuses on the income approach (DCF) and a Shiny tool that makes it interactive.

Technology value = the sum of each year’s cash flow, discounted to today:

\[ \text{Value} = \sum_{t=1}^{N} \frac{CF_t}{(1+r)^{t}} \]

where \(CF_t\) is the technology-attributable cash flow in year \(t\), \(r\) is the discount rate (WACC), and \(N\) is the forecast horizon. Cash flow is driven by revenue, margin, and the technology contribution rate.

A quick DCF using R - this code runs when the slides are rendered:

rev0 <- 1000        # year-1 revenue (USD thousands)
growth <- 0.15; margin <- 0.25; contrib <- 0.30
wacc <- 0.20; years <- 1:7
revenue <- rev0 * (1 + growth)^(years - 1)
cashflow <- revenue * margin * contrib
npv <- sum(cashflow / (1 + wacc)^years)
round(npv, 1)   # estimated technology value (USD thousands)

## [1] 386.5

The single number above is the estimated net present value of the technology.

Valuation conclusions are highly sensitive to assumptions. An interactive app lets stakeholders test scenarios in real time instead of re-running code.

The companion DCF Technology Valuation Calculator lets the user adjust:

• Year-1 revenue, growth rate, and operating margin
• Technology contribution rate (how much value the tech itself drives)
• Discount rate (WACC) and forecast horizon

…and instantly see the updated NPV, a cash-flow chart, and a detail table.

• Technology valuation turns intangible assets into defensible numbers
• The income/DCF approach is the workhorse for IP and tech-transfer deals
• The Shiny app makes the model transparent and interactive for decision-makers

Try the app (link provided with this submission) and explore how each assumption moves the valuation.

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