The Frontier Innovation Engine
Combine public missions, speculative capital, and market learning to scale innovation
- Difficulty
- Expert
- Time to result
- ~ongoing to results
- Steps
- 6
- Confidence
- 97%
The Frontier Innovation Engine joins three actors with different tolerances and incentives. Mission-driven government finances foundational research, infrastructure, and early procurement because strategic objectives can transcend conventional cost-benefit calculations. Once capabilities exist at meaningful scale, financial speculators supply capital for many competing attempts to discover commercially useful applications. Entrepreneurs then learn through repeated market experiments, most of which may fail. Successful applications validate demand, attract more disciplined capital, and convert a technical possibility into a durable economy. The model rejects both centralized winner-picking and the belief that cautious private investors will independently finance every foundational breakthrough. Its output is not a predetermined product but a portfolio of experiments from which infrastructure, knowledge, and scalable businesses emerge.
Origin
Extracted from Masters in Business. Bill Janeway derives the model from the histories of railways, electricity, the internet, information technology, and biotechnology.
Core principles
- 01Returns at the technological frontier cannot be known in advance.
- 02Mission-driven government can fund work that cost-benefit analysis rejects.
- 03Speculators can mobilize capital beyond the tolerance of prudent investors.
- 04Government should enable competition rather than select final winners.
- 05Early public procurement can support technology before commercial demand exists.
- 06Trial and error converts infrastructure into useful applications.
How to run it
- 1
Define a mission
Frame a legitimate political or social objective that requires capabilities the current market will not finance. The mission should describe the desired capacity rather than dictate one commercial winner.
Pro tip Use outcomes such as national connectivity or strategic resilience to orient investment.
Watch out A mission without public legitimacy can become an open-ended subsidy.
- 2
Fund foundational capacity
Invest in science, infrastructure, and enabling technologies whose returns are too uncertain or distant for conventional investors. Move the technical frontier toward reliability and scale.
Pro tip Fund shared capabilities that multiple future businesses can use.
Watch out Do not demand precise commercial forecasts for genuinely frontier research.
- 3
Become an early customer
Use public procurement to validate and improve technologies that are not yet ready for normal commercial markets. Early demand gives suppliers time, revenue, and operational feedback.
Pro tip Structure procurement to support multiple capable suppliers where possible.
Watch out Procurement should not permanently shield weak providers from competition.
- 4
Invite entrepreneurial competition
Enable independent entrepreneurs to explore applications and business models on top of the public foundation. Avoid asking government agencies to identify the ultimate market winners.
Pro tip Lower barriers to accessing publicly supported infrastructure and knowledge.
Watch out Picking one favored company too early suppresses discovery.
- 5
Mobilize speculative capital
Use risk-seeking capital to finance experiments that prudent investors would reject because returns cannot be calculated reliably. Maintain a portfolio broad enough to tolerate many failures.
Pro tip Evaluate the portfolio’s learning and infrastructure effects as well as individual returns.
Watch out Speculative funding can inflate valuations far beyond sustainable business value.
- 6
Learn and scale
Observe which applications gain real customers, improve productivity, or create new markets. Redirect resources toward validated uses while preserving reusable lessons and assets from failures.
Pro tip Treat falling infrastructure costs as a major output of the experimentation phase.
Watch out Premature efficiency can eliminate the experimentation needed to find transformative uses.
In the wild
The United States pursued the political mission of continental development by granting land to railway promoters. Once the network expanded, speculators financed further exploration and businesses such as Railway Express and Sears, Roebuck used the infrastructure to create a national commercial market.
→ Public mission and speculative finance produced infrastructure and applications that careful investors could not have planned in advance.
Government initially supported the internet, after which speculative capital financed networks and hundreds of dot-com experiments. Many firms failed, but Amazon, Google, and eBay emerged while the underlying digital infrastructure became cheaper and more widely available.
→ A publicly enabled technology became a platform for durable private businesses.
Common mistakes
Demanding reliable forecasts at the frontier
Frontier returns are unknowable because neither applications nor markets have been discovered. Spreadsheet precision can disguise assumptions as knowledge.
Making government pick winners
Government is better suited to funding capabilities and serving as an early customer than selecting the entrepreneur who will dominate a future market.
Eliminating failure too early
An excessive focus on efficiency suppresses the trial and error required to discover what a general-purpose technology is good for.
Is it for you?
Best for
It is best for policymakers, investors, and entrepreneurs working on foundational technologies with long development cycles and uncertain markets.
Not ideal for
It is not ideal for incremental products with predictable demand and readily calculable returns.
From the transcript
“The one thing that you share with other investors at the frontier is you don't know what the return is gonna be. You can't.”
“The state moved the technology building that network out to the point where speculators could fund the exploration of what to do with that.”
“Well, government isn't good at picking winners, but it's good at enabling competitive entrepreneurs to become winners funding science”
From the episode
An Interview With Bill Janeway: Masters in Business (Audio)
Bill Janeway