Why Your AI Strategy has Nothing to do with AI

Why Your AI Strategy has Nothing to do with AI

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)

Search, Seek, or Stalk – How Do You Find Growth?

Search, Seek, or Stalk – How Do You Find Growth?

Growth is the lifeblood of any organization, and the quest for growth opportunities is not just a strategic imperative. It is a fundamental necessity because the ability to identify and capitalize on opportunities is a game-changer for companies wanting to achieve sustainable success and stay ahead of the competition. 

The challenge, however, is that not all opportunities are the same – some are head-smackingly obvious, while others are like trying to nail down JELL-O.  Yet companies take a “one size fits all” approach to finding, developing, and capitalizing on them.

SEARCH when need to transform

What do you do when you need information but don’t know precisely what you need and certainly don’t know where to find it? You Google it or, in less-branded terms, you search for it. 

When searching for growth opportunities, you’re looking for something but don’t know exactly what you need or where you’ll find it.  Finding opportunities requires you to go beyond traditional market analysis and adopt a learner’s mindset to see ways to disrupt the status quo, challenge existing paradigms, and create new value propositions for your customers.

Searching is a creative process that entails investing in R&D, fostering a culture of intrapreneurship, and experimenting with new technologies. It requires a culture of creativity, experimentation, and agility to adapt to changing market dynamics.  You have to be willing to be wrong on your way to being right, to move slowly so you can act quickly, and to throw out the timeline to harness the game-changing opportunity.

SEEK when you need to innovate

What do you do when you know what you need and generally where to find it?  You seek it out – you go to where you think it will be, and, on the off-chance it’s not there, you pivot to Option B.

When you’re seeking growth opportunities, you have a target in mind but are not 100% sure how to hit it.  Maybe you know you want to enter a new geography, but you need to figure out how to do it successfully and avoid the mistakes of previous entrants.  Maybe it’s a new industry or category, but you must understand if and how to do it without disrupting your existing business model.

Seeking is both creative and analytical.  You look for data and market intelligence, interview experts and individuals, analyze industry trends and explore untapped segments. It also requires you to stay open to surprises and new possibilities and take calculated risks to capitalize on emerging trends or consumer preferences.  Like searching, it requires patience.  Unlike searching, it respects a deadline.

STALK when you need to improve

Just like a lioness stalking a wildebeest, you do this when you see an opportunity and know exactly how to capture it. Yes, there will be zigs and zags along the way, and an unexpected competitor may pop up. But this is who you are and what you do. 

When stalking opportunities, you bring the full value and power of your experience, expertise, resources, and capabilities to bear on an opportunity.  This may happen when you’re operating and improving your core business.  It may also occur after you’ve searched (and found) an opportunity, sought (and decided on) a strategy, and now you have the confidence to launch and scale.

Do Your Approaches Align with Your Goals?

Most companies say that they want to transform. Still, very few have the patience or intestinal fortitude to search because there is no Google for Transformation that produces the exact plan you need to transform successfully.

Companies also tend to stalk when they want to innovate, leaving opportunities to change the game and build sustainable competitive advantage on the sideline because they’re too uncertain or take too long.

Growth requires all three approaches – search, seek, and stalk – but only happens when your chosen approach aligns with your goals.

5 Lessons from the Death of the Apple Car

5 Lessons from the Death of the Apple Car

In 2014, rumors started to circulate that Apple was developing a self-driving autonomous car to compete with Tesla.  At the end of February 2024, rumors circulated that Apple was shutting down “Project Titan,” its car program. According to multiple media outlets, the only logical conclusion from the project’s death is that this decision signals the beginning of the end of Apple.

As much as I enjoy hyperbole and unnecessary drama, the truth is far more mundane.

The decision was just another day in the life of an innovation.

As always, there is a silver lining to this car-shaped cloud: the lessons we can learn from Apple’s efforts.

Lesson 1: Innovation isn’t all rainbows and unicorns

People think innovation is fun.  It is.  It is also gut-wrenching, frustrating, and infuriating.  Doing something new requires taking risks, which is uncomfortable for most people.  Even more challenging is that, more often than not, when you take a risk, you “fail.” (if you learned something, you didn’t fail, but that’s another article). 

What you can do: Focus on the good stuff – moments of discovery, adventures when experimenting, signs that you’re making life better for others – but don’t forget that you’re defying the odds.

Lesson 2: More does not mean success

It’s been reported that Apple spent over ten billion dollars on Project Titan and that over 2000 people were working on it before it was canceled. With a market cap of over two trillion dollars, a billion dollars a year isn’t even a rounding error. But it’s still an eye-popping number, which makes Apple’s decision to cut its losses downright courageous.

What you can do: Be on guard for the sunk-cost fallacy.  It’s easy to believe that you’ll eventually succeed if you keep working and pouring resources into a project.  That’s not true, as Apple experienced.  And in the rare cases when it is, executives are often left wondering if the success was worth the cost.

Lesson 3: Pivot based on data, not opinions

At least four different executives led Project Titan during its decade in development, and each leader brought their own vision for what the Apple Car should be.  First, it was an electric vehicle with driver assistance that would compete with Tesla.  Next, it was a self-driving car to compete with Google’s WayMo.  Then, plans for fully autonomous driving were canceled. Finally, the team returned to its original target of matching Tesla’s Level 2 automation.  

Changes in project objectives, strategies, and execution plans are necessary for innovation, so there’s nothing obviously wrong with these pivots.  But the fact that they tended to happen when a new leader was appointed (and that Jony Ive caused an 18-month hiring freeze simply by expressing “displeasure”) makes me question how data-based these pivots actually were

What you can do: Be willing to change but have a high standard for what is required to cause a change.  Data, even qualitative and anecdotal data, should be seriously considered.  The opinion of a single executive, not so much.

Lesson 4: Dream big, build small

Apple certainly dreamed big with its aspirations to build a fully semi-autonomous vehicle and it poured billions into developing and testing the sensors, batteries, and partnership required to make it a reality.  But it was never all-or-nothing in its pursuit of the automotive industry.  Apple introduced CarPlay the same year it kicked off Project Titan, and it continues to offer regular updates to the system.  Car Key was announced in 2020 and is now offered by BMW, Genesis, Hyundai, and Kia.

What you can do: Take a portfolio approach towards your overall innovation portfolio (Apple kept working on the iPhone, iPad, Apple Watch, and Vision Pro) and within each project.  It’s not unusual that a part of the project turns out to be more valuable than the whole project.

Lesson 5: ___________________________

Yes, that is a fill-in-the-blank because I want to hear from you. What lesson are you taking away from Project Titan’s demise, and how will it make you a better innovator?

The Positive Power of ‘Negative’ Emotions in Driving Change

The Positive Power of ‘Negative’ Emotions in Driving Change

You want to make life better for others. This desire is reflected in the optimism and positivity of your language – create value, love the problem, and delight the customer.  But making life better requires change, and, as the adage goes, “People want change, but they don’t want to be changed.”

You are confident that the solution you created will make life better and that the change people need to make is quite small and painless, well worth the dramatic improvement you offer.  Yet they resist.  No amount of explaining, showing, convincing, or cajoling changes their mind.  What else can you do?

To quote Darth Vader, “Give yourself to the Dark Side.  It is the only way to save your friends.”

“If only you knew the power of the Dark Side…”

The Dark Side is populated by “negative” emotions like anger, fear, and frustration, which are incredibly powerful.

Consider that:

Unfortunately, these are also some of the first emotions experienced when confronting change.   

Change requires people to let go of what they know in exchange for the promise of something better.  This immediately triggers Loss Aversion, the cognitive bias in which the pain of losing is psychologically twice as powerful as the pleasure of gaining. 

As a result, people won’t let go of what they know until the pain of holding on becomes unbearable.  When you point out the problems and pain of the current situation, you help people understand and experience the unbearableness of the current situation. 

“Anger, fear, aggression; the Dark Side of the Force are they”

Not every “negative” emotion elicits the same behavior, so carefully choose the one to tap into.

Fear motivates people to seek safety, which can be good if your solution truly offers a safer alternative.  It’s a motivator used well by companies such as Volvo, SimpliSafe, and Graco.  But lean on it too much, and people may feel overwhelmed and remain frozen to the status quo.

Anger motivates people to take risks, which can be good when the change requires bold decisions and dogged persistence.  It can be great when it bonds people together to achieve a shared goal or protect a common value.  Apple used this emotion to brilliant effect in its famous “1984” commercial announcing the launch of Macintosh.  But incite too much anger, and things can get broken and not in a helpful way like Apple’s ad.

Frustration, one of the emotions that often drives aggression, is anger’s polite little sister.  When people feel frustrated, they’re likely to act, persistently pursue solutions, and creatively approach and overcome obstacles.  But if the change is big, feels scary, and puts their sense of self at risk, frustration isn’t powerful enough to convince people to let go of the old and embrace the new.

“If you start down the dark path, forever will it dominate your destiny.”

Yoda is incredibly wise, but he gets this one wrong.  Using the Dark Side to speak to people’s “negative” emotions doesn’t doom you to a life or career of fear-mongering or inciting violence.  Start here, don’t stay here.

Multiple research studies show that positive emotions, like hope and joy, are more powerful than negative ones in maintaining motivation and even enable more creative thinking and problem-solving.  By speaking to both negative and positive emotions, the Dark Side and the Light, you enable change by giving people a reason to let go of the past and a future worth reaching for.

When people stop resisting and start reaching to the future you’re offering, change happens, and you realize that Yoda was right, “Luminous beings are we, not this crude matter.”

New Data Shows that Good Intentions Pave the Way to Innovation Hell

New Data Shows that Good Intentions Pave the Way to Innovation Hell

The road to hell is paved with good intentions, and nowhere is that more true than in innovation.

That’s one of the insights I took away from InnoLead’s Q1 report on corporate innovation priorities.  The report is an eye-opening look at the impact of AI on corporate innovation as experienced by corporate entrepreneurs themselves.  But before deep diving into that topic, the report’s authors shared intriguing data about member companies’ innovation structure, leadership engagement, organizational connections, and results. Nestled amongst the charts were several that, when taken together, got my Spidey senses tingling.

61.0% of innovation teams are “directly under a high-visibility leader with a broad company focus.”

This is great because innovation needs senior leaders’ support and active engagement to survive, let alone survive for long enough to produce meaningful results. Add this to the fact that 45% of senior leadership teams frequently discuss the “progress and value of the innovation program,” and all signs point to innovation as a strategic priority.

But (you knew there was a but, didn’t you)…

If “broad company focus” means “no P&L responsibility,” we have a problem.  In every for-profit company I’ve worked for and with, people with P&L responsibility have greater power, influence, and access to resources than people without a P&L.  This division may not feel fair, but it makes sense – the people who bring in profit and revenue will always be more influential than people who represent “cost centers.”

You can see the impact of P&L owners who are, understandably, focused entirely on delivering short-term results throughout the report – 75% of companies have shifted their focus more towards near-term priorities, and 61% shifted their innovation portfolio away from Horizon 3 (also known as radical, breakthrough, or disruptive innovation).

As for all those discussions, it’d be great if they focused on walking the talk of innovation. But suppose it’s only innovation platitudes or, worse, questioning innovation’s ROI. That doesn’t bode well for the “high-visibility leader with broad company focus,” the innovation team, or the company’s culture.

71.2% of innovation teams’ customers or business partners are unaware of the team’s existence, don’t engage, or engage only occasionally.

Welcome to Innovation Island!  Where the cool people work on cool things in cool offices while all you drones slave away doing the same thing you’ve always done and making the money that pays for the cool people to do cool things in their cool offices.

I’m sure this isn’t the message the innovation team intends to send, but it’s the one received by most organizations.

When arguing for Innovation Island, managers often point to the organizational antibodies likely to swarm and kill H3/radical/breakthrough innovation and even some H2/adjacent innovations.  They’re right, and those innovations must be “protected.” But not every innovation needs protection.  H2 and certainly H1 innovations, where most portfolios are now, should be shared with the core business because the core business will eventually run them.

The bigger problem, in my opinion, is that innovation teams don’t seem to be reaching out to others in the organization.  Like the P&L owners they report to, people in the core business are busy running the business and generating revenue.  Very few have the time or energy to seek out the innovation team to discuss and explore innovation.  Companies that want to build a culture of innovation need to turn their innovators into evangelists, not residents of an island connected to the mainland by a single drawbridge.

23.4% of innovation teams are considered outsiders or actively undermined by other functions and business units.

This may not sound bad, but add to it the 55.0% that are “somewhat integrated with occasional collaboration” with other departments and business units, and you may be tempted to believe that Innovation Island would be wise to invest in a surface-to-air missile defense system.

Sadly, this perception of the innovation team as “The Others” isn’t surprising when considering that the most important tactic for building a relationship between innovation and the functions or business units is already having strong relationships and interpersonal trust (75.3% of respondents).  The least effective (4.7% of respondents) is “writing down shared objectives and expectations.”  So, no, the email you sent is not enough to win friends and influence people.

Bottom line

Well-intended companies appoint a senior executive to lead the innovation team because they’ve been told that doing so is powerful proof that innovation is a strategic priority.  They hire outsiders to inject new thinking into the organization because they know that “what got you here won’t get you there.”  They cordon the team and their work off from the rest of the organization because they read that separation is essential to preserving innovation’s disruptive nature. 

But if the senior executive doesn’t have the organizational power and influence that comes with P&L ownership, the team doesn’t have strong personal relationships with others in the business, and other functions and business units don’t know the team exists or how to interact with it, innovation will go nowhere.

But that’s better than where it could go.

The Surprising Secret Behind Customer Research Revelations

The Surprising Secret Behind Customer Research Revelations

Most customer research efforts waste time and money because they don’t produce insights that fuel innovation.  Well-meaning businesspeople say they want to “learn what customers want,” yet they ask questions better suited to confirming their own ideas or settling internal debates.  Meanwhile, eager consumers dutifully provide answers despite the nagging belief that they’re being asked the wrong questions.  

It doesn’t have to be this way.  In fact, you can get profound revelations into consumers’ psyche, motivations, and behaviors if you do one thing – channel your inner Elmo.

First, a confession

I find Elmo deeply annoying.  I grew up watching Sesame Street, and I still get an astounding amount of joy watching Big Bird, Mr. Snuffleupagus, Cookie Monster, Bert and Ernie, Grover, and Oscar the Grouch (especially when Oscar channels his inner Taylor Swift).

Elmo moved to Sesame Street in 1985, and it hasn’t been the same since.  He’s designed to reflect the mental, emotional, and intellectual capabilities of a 3.5-year-old, and, in that aspect, his creators were wildly successful.   I fully acknowledge that Elmo plays a vital role in the mission of Sesame Street and that people of all ages love Elmo. But Elmo makes my ears bleed, and I will never be ok with the fact that Elmo refers to himself in the third person.

This is why my recommendation to channel your inner Elmo is shocking and extremely serious.

Next, an explanation

On Monday, Elmo posted on X (yes, the minimum age limit is 13, but his mom and dad help him run the account, so it’s apparently okay), “Elmo is just checking in!  How is everybody doing?”

180 million views, 120,000 likes, and 13,000 comments later, it was clear that no one was okay.

And lest you think this was Gen Z trauma dumping on their ol’ pal Elmo, Dionne Warwick, T-Pain, and Today Show anchor Craig Melvin responded with their struggles.  Comments ranged from, “Mondays are hard” to “Elmo I’m gonna be real I am at my f—ing limit,’ to “Elmo each day the abyss we stare into grows a unique horror. one that was previously unfathomable in nature. our inevitable doom which once accelerated in years, or months, now accelerates in hours, even minutes. however I did have a good grapefruit earlier, thank you for asking.”

Wow.  Thank goodness for that grapefruit.

There are a lot of theories about why Elmo’s post touched a nerve – it’s January and we’re tired, it’s easier to share our struggles online than in person, or we still enjoy “that wholesome and sincere bond from childhood that makes us want to share.”

I’m sure all those are true, and I think it’s something more, something we can all learn and do.

Now, the secret

Elmo may be a red, hairy, 3.5-year-old muppet. Still, he nailed the behaviors required to get people to open up and share their inner worlds – the very thoughts, beliefs, and motivations that enable others to create and offer impactful and innovative solutions.

Here’s what Elmo did (and you should, too):

  1. Show that you’re genuinely curious:  Elmo didn’t open with the standard “How are you?” that if answered with anything other than the socially acceptable “Fine,” results in awkward silence and inner panic. Elmo opened by declaring his intent – checking in – and then asked a question. Because of that, we understood his motivation was genuine, and he wanted an honest answer.
  2. Ask open-ended questions: Elmo didn’t ask a closed question that can be answered with yes or no.  He asked a question that allowed people to share as much or as little as they wanted and that could act as a springboard to a deeper conversation.
  3. Listen silently and without judgment: Elmo didn’t follow up his original tweet with options like “Are you doing ok, or not ok, or are you happy, or sad, or mad, or…”  Elmo asked a question and then listened (read the responses) without jumping back into the conversation or firing off follow-up questions.
  4. Acknowledge and thank the person sharing: On Tuesday, Elmo responded but not by skipping off to the next scheduled post.  He acknowledged the response by opening with, “Wow!  Elmo is glad he asked!”  He didn’t share his opinion or immediately ask another question.  Instead, he thanked people for sharing, acknowledged that he heard their responses, and was grateful.
  5. Do something with what was shared: Even if you do #4, it’s tempting to move on to the next question.  Don’t.  Elmo didn’t.  Instead, he wrote that he “learned that it is important to ask a friend how they are doing.” He also wrote that he “will check in again soon, friends!  Elmo loves you.”  You don’t have to profess your love but do respond with what you learned and what it makes you wonder.

People can’t tell you what to create because they don’t know what you know.  But they can tell you the problems they have.  If you’re willing to listen (just don’t talk about yourself in the third person, you’re not a muppet).