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" ... Artificial Intelligence is the new fashionable trend in business. While many large corporates create skunkworks for experimental technologies or acquire startups, few incumbent businesses have allowed AI processes to change the core of the organization. This could be because executives in traditional businesses have little understanding of how these technologies work and are unwilling to take the risk of investing in something they do not understand. ... "
" ... Even a company as large as GM doesn’t build Microsoft Word simply because it can afford to hire 1,000 people to try and do so. It is easy to underestimate the investments and scaling needs of useful software. Just because a skunkworks project meets the needs of a small group of users, it does not mean it can scale to meet the needs of a larger group, or solve larger problems. ... "
" ... Even when companies set up a skunkworks or other autonomous, separate initiative, the main organization subtly undermines this foreign intrusion. Almost inevitably, executives say, "Why should the company take a chance on unproven ideas when we know our customers would like these minor adjustments?" The worst is when they raid the innovation budget to help make their quarterly numbers. ... "
" ... “The skunkworks model usually generates short-term excitement and long-term resentment,” said Anthos. “Creating a role like Chief Innovation Officer title generates animosity by suggesting everyone else is not innovative. In addition, innovation budgets and outcomes are not necessarily aligned with top business unit goals.” In this scenario, pilot projects within the innovation group often end up as science projects – great learnings, but no downstream production likelihood. ... "