You’ve heard the adage that “culture eats strategy for breakfast.” Well, AI is the fruit bowl on the side of your Denny’s Grand Slam Strategy, and culture is eating that, too.
1 tool + 2 companies = 2 strategies
On an Innovation Leader call about AI, two people from two different companies shared stories about what happened when an AI notetaking tool unexpectedly joined a call and started taking notes. In both stories, everyone on the calls was surprised, uncomfortable, and a little bit angry that even some of the conversation was recorded and transcribed (understandable because both calls were about highly sensitive topics).
The storyteller from Company A shared that the senior executive on the call was so irate that, after the call, he contacted people in Legal, IT, and Risk Management. By the end of the day, all AI tools were shut down, and an extensive “ask permission or face termination” policy was issued.
Company B’s story ended differently. Everyone on the call, including senior executives and government officials, was surprised, but instead of demanding that the tool be turned off, they asked why it was necessary. After a quick discussion about whether the tool was necessary, when it would be used, and how to ensure the accuracy of the transcript, everyone agreed to keep the note-taker running. After the call, the senior executive asked everyone using an AI note-taker on a call to ask attendees’ permission before turning it on.
Why such a difference between the approaches of two companies of relatively the same size, operating in the same industry, using the same type of tool in a similar situation?
1 tool + 2 CULTURES = 2 strategies
Neither storyteller dove into details or described their companies’ cultures, but from other comments and details, I’m comfortable saying that the culture at Company A is quite different from the one at Company B. It is this difference, more than anything else, that drove Company A’s draconian response compared to Company B’s more forgiving and guiding one.
This is both good and bad news for you as an innovation leader.
It’s good news because it means that you don’t have to pour hours, days, or even weeks of your life into finding, testing, and evaluating an ever-growing universe of AI tools to feel confident that you found the right one.
It’s bad news because even if you do develop the perfect AI strategy, it won’t matter if you’re in a culture that isn’t open to exploration, learning, and even a tiny amount of risk-taking.
Curious whether you’re facing more good news than bad news? Start here.
8 culture = 8+ strategies
In 2018, Boris Groysberg, a professor at Harvard Business School, and his colleagues published “The Leader’s Guide to Corporate Culture,” a meta-study of “more than 100 of the most commonly used social and behavior models [and] identified eight styles that distinguish a culture and can be measured. I’m a big fan of the model, having used it with clients and taught it to hundreds of executives, and I see it actively defining and driving companies’ AI strategies*.
Results (89% of companies): Achievement and winning
- AI strategy: Be first and be right. Experimentation is happening on an individual or team level in an effort to gain an advantage over competitors and peers.
Caring (63%): Relationships and mutual trust
- AI strategy: A slow, cautious, and collaborative approach to exploring and testing AI so as to avoid ruffling feathers
Order (15%): Respect, structure, and shared norms
- AI strategy: Given the “ask permission, not forgiveness” nature of the culture, AI exploration and strategy are centralized in a single function, and everyone waits on the verdict
Purpose (9%): Idealism and altruism
- AI strategy: Torn between the undeniable productivity benefits AI offers and the myriad ethical and sustainability issues involved, strategies are more about monitoring than acting.
Safety (8%): Planning, caution, and preparedness
- AI strategy: Like Order, this culture takes a centralized approach. Unlike Order, it hopes that if it closes its eyes, all of this will just go away.
Learning (7%): Exploration, expansiveness, creativity
- AI strategy: Slightly more deliberate and guided than Purpose cultures, this culture encourages thoughtful and intentional experimentation to inform its overall strategy
Authority (4%): Strength, decisiveness, and boldness
- AI strategy: If the AI strategies from Results and Order had a baby, it would be Authority’s AI strategy – centralized control with a single-minded mission to win quickly
Enjoyment (2%): Fun and excitement
- AI strategy: It’s a glorious free-for-all with everyone doing what they want. Strategies and guidelines will be set if and when needed.
What do you think?
Based on the story above, what culture best describes Company A? Company B?
What culture best describes your team or company? What about your AI strategy?
*Disclaimer. Culture is an “elusive lever” because it is based on assumptions, mindsets, social patterns, and unconscious actions. As a result, the eight cultures aren’t MECE (mutually exclusive, collectively exhaustive), and multiple cultures often exist in a single team, function, and company. Bottom line, the eight cultures are a tool, not a law (and I glossed over a lot of stuff from the report)
Yes, yes and yes and…. As Conway’s Law says, “ The designed product is a mirror of the org’s communication structure”
Really appreciate you bringing this, even if nebulous and hard to pin down, ‘culture factor’ into the conversation.
Thanks, Curtis! And now I learned a new term to make something I say sound legit – Conway’s Law (and boy, what a law it is)