Small teams move faster than big teams.
One of the biggest mistakes large companies make is creating innovation teams that mirror all the functions of the core business. Those teams make no progress because they spent forever updating each other on what they are doing versus really crushing the most critical problems they need to address.
Teams working on disruptive ideas need to be small enough that they can be fed by no more than two pizzas.
In the face of uncertainty, many companies will default to asking their innovators to study and analyze, which can't actually ever provide a definitive answer. The decision-making systems here are meant to deal with the reality that decisions about innovative ideas will rely on patterns and intuitions. The best venture capital organizations deal with this challenge by staging investment, actively participating in startups they fund, tying decisions to learning as opposed to artificial dates on the calendar, and assembling a diverse team of decision-makers.
The need to be thoughtful about experiment design is particularly acute within large companies, since some of the behaviors, such as having small teams and tapping into low-cost resources to maximize flexibility, won't come naturally to many people inside huge companies.
Bring different groups together internally, send them out to visit other companies, or bring in interesting speeches. Show that you love learning by having people on staff whose job it is to explore without any near-term metrics. Publicly shut a project down and talk about what a great job a team did because they learned so much. And so on.
History teaches us that many breakthroughs were happy accidents. Whether that's penicillin coming from Fleming neglecting to clean his laboratory before going on vacation or the team at Odeon trying a little side project that allowed people to communicate in real time as long as their message was 140 characters or less (which ultimately of course became Twitter), the unintended is often the transformational.
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