Dana Bos: Culture Isn’t a Perk. In AI, It’s Infrastructure

When I attended the Xcelerated conference in New York in March, I did not expect to hear so many comments about human capital and the importance of culture.

The AI talent war is well documented. Engineers who can build and optimize large language models command seven-figure packages. Cloud architects, platform engineers, and quantum physicists top every recruiter’s wish list. The bidding wars make headlines.

What doesn’t make headlines is what happens after you win that bidding war. The real risk for most growing tech companies isn’t failing to hire the right people. It’s losing them 14 months later because nobody paid attention to the environment they walked into.

The instinct is to throw money at retention. Match the counteroffer. Add another equity refresh. But the data tells a different story. In its 2022 Talent Imperative report, the Institute for Corporate Productivity found that high-performance organizations attract and retain talent by competing on the strength of their cultures, not their compensation packages. The companies winning the long game on talent aren’t outspending their competitors. They’re out-leading them.

The Signals You’re Reading Are Already Old

“Top line growth can hide a lot of sins,” observes Laura St. John, my fellow TechArena Advisor and former Intel finance leader who helped drive financial strategy for $25 billion in transformative transactions. When the revenue line is climbing, it’s tempting to assume the organization underneath is healthy. But the cracks tend to show up in lagging indicators: attrition spikes, Glassdoor reviews that read like warning shots, cross-functional projects that stall because nobody trusts the other team’s priorities.

By the time those signals are loud enough to trigger action, the underlying dynamics have been corroding your culture for months. The damage is embedded. The best people, the ones with options, have already started taking recruiter calls.

So the question becomes: how do you build a system of leading indicators that catches cultural drift before it calcifies? How do you keep your teams engaged and committed while the business is moving at a pace that strains every process you have?

For growing companies navigating this landscape, the operative word is strategic. Resist the knee-jerk reaction. Resist the gut instinct. Get some data first.

3 Strategic Moves That Create Leading Indicators

1. Go deep with the people who matter most.

Identify the roles most critical to your company’s success over the next 12 months, then invest 30 minutes in a one-on-one conversation with each person in those roles. This isn’t a performance review. It’s a listening session. Frame it that way: “I want to make sure we’re creating the right environment for you to do your best work and continue growing here.”

Then ask questions designed to surface what compensation surveys never capture:

What parts of their work feel most energizing right now?

What would make their impact even greater over the next six to twelve months?

What skills, experiences, or opportunities would matter most to them next?

What helps them do their best work, and what gets in the way?

And if the relationship supports it, ask the question most leaders avoid: If a competitor tried to recruit you, what would they have to offer that would make you consider it?

What you’ll learn from these conversations goes far beyond individual preferences. Patterns will emerge that reveal your culture’s actual operating state: where energy is flowing, where friction is building, and where the gap between your stated values and your lived experience is widest.

2. Diagnose before you prescribe.

Before rolling out any people initiative or culture program, run a quick pulse check. Five questions, scored on a five-point scale from strongly agree to strongly disagree, can tell you whether your foundation is solid or whether you’re about to invest in the wrong focus area:

Do your people understand the organization’s mission and how their work contributes to it?

Do leaders and managers demonstrate your values in their day-to-day behavior?

Do people feel safe speaking up with ideas, questions, or concerns?

Do teams across the organization work together effectively?

Is information communicated clearly enough for people to do their jobs well?

These five dimensions, mission clarity, leadership alignment, psychological safety, collaboration, and communication, form the bedrock of a healthy culture. Low scores on any one of them tell you exactly where to focus before spending a dollar on engagement programs or offsite retreats.

3. Invest in your managers before you need to.

Managers are the face of your company to every person they lead. They translate strategy into daily work. They set the emotional tone of their teams. They are, in practical terms, the culture.

And right now, most of them are stretched past capacity. They’re managing through reorganizations, integrating new AI tooling into workflows, onboarding at velocity, and trying to retain people while their own support systems are thin. In fast-growth environments, the gap between what’s asked of managers and what they’re equipped to deliver widens quickly.

A focused investment in building consistent management skills across this population can pay outsized dividends. It lays the foundation you’ll need when growth accelerates and you have to scale the organization without breaking what made it work in the first place.

The Operator Advantage

Most growing companies don’t have the internal resources to build these systems from scratch. They know the talent market is unforgiving. They feel the cultural cracks forming. But the operational expertise to diagnose and address those issues, to build the management bench and cultural infrastructure required for the next phase of growth, that’s a capability most organizations don’t carry in-house.