AM I NEXT? NO LOVE AT TERADATA

AI First, Employees Last? The New Corporate Priorities

For years, workers were told that artificial intelligence would make jobs easier, boost productivity, and create new opportunities. Now, some employees are hearing a very different message: don't expect a raise because the money is going to AI instead.

That reality hit home at Teradata when CEO Steve McMillan reportedly informed employees that the company's 2026 salary adjustment budget would be redirected to fund AI investments. The announcement has become a lightning rod in the growing debate over whether corporate leaders are prioritizing technology at the expense of the people who actually keep businesses running.

The timing is particularly striking. Despite the hype surrounding AI, many organizations are still struggling to show meaningful returns on their investments. Numerous AI pilot projects have failed to deliver the dramatic productivity gains that executives promised investors. Meanwhile, companies continue pouring billions into AI infrastructure, software licenses, and consulting services.

For employees, the message can feel clear: management is willing to gamble on algorithms while asking workers to absorb the cost. Even if AI eventually produces long-term benefits, freezing salaries today risks damaging morale, loyalty, and trust across the workforce.

Business leaders may see aggressive AI spending as a signal to Wall Street that they are embracing the future. Employees, however, may see something else entirely — a company investing in technology while treating its people as a budget line item.

The question isn't whether AI will play a major role in the future of business. It almost certainly will. The real question is whether companies can embrace innovation without sacrificing the workforce that made their success possible in the first place.

Bottom Line: When employees are asked to fund corporate AI ambitions through stagnant wages, executives shouldn't be surprised if workers start questioning who really benefits from the AI revolution.

Change is constant, and it's coming. There will always be a tomorrow, no matter how much you may try to ignore it. There are no guarantees in life, nor promises of a bright future. We see good people being laid off through no fault of their own. Just because something terrible hasn't happened yet doesn't mean it won't. It can happen to anyone, at any time, anywhere. No one is guaranteed to wake up tomorrow and still have a job by evening. While many employees can read the writing on the wall, why do most assume it’s targeted at someone else? Are you now wondering, Am I Next?

AM I NEXT? NO LOVE AT CLICKUP

San Diego, California-based ClickUp, a project management software company that provides an all-in-one platform to improve workplace efficiency and collaboration, has announced a major 22% reduction in force, not related to cutting costs, but reallocating funds to new compensation bands for remaining employees.

The reduction will impact 286 employees.

According to CEO Zeb Evans...

Today we reduced headcount by 22%. The business is the strongest it's ever been. So I think it's important to be direct about what I'm seeing and why.

First, I made this decision and I own it. I did it because the way to operate at the highest level of productivity is changing, and to win the future, ClickUp needs to change with it.

Second, this wasn't about cutting costs. Most savings from this change will flow directly back into the people who stay. We'll be introducing million-dollar salary bands. If you create outsized impact using AI, you'll be paid outside of traditional bands.

Most importantly, I have the deepest gratitude for those affected. We're doing this from a position of strength specifically so we can take care of people properly. Everyone affected receives a package aimed at honoring their contributions and easing the transition.

I only see two options: wait for this to play out gradually in the market or be honest about what I'm seeing and act proactively.

THE 100X ORGANIZATION

The primary change is that we're restructuring around what I call 100x org. The goal is 100x output. The roles required to build at the highest level are fundamentally different than they were a year ago.

Incremental improvements to existing systems won't get us there. We need new ones. That means creating enough disruption to rebuild rather than iterate on what's already broken.

The common narrative is that AI makes everyone more productive. It doesn't. Many of the workflows of today, if left unchanged, create bottlenecks in AI systems.

These roles will evolve. But waiting for that to happen naturally means falling behind now.

The 100x org is actually heavily dependent on people - infinitely more than today. This is only possible with 10x people that have embraced and adopted new ways of working.

THE BUILDERS, AGENT MANAGERS, AND FRONT-LINERS

— THE BUILDERS: 10X ENGINEERS

I don't think most companies have internalized what's actually happening with AI in engineering. The common narrative is that AI makes all engineers more productive. That may be true in isolation, but at an organization level - that is the farthest thing from reality.

Here's what we've validated recently at ClickUp: the great engineers, the ones who can orchestrate, architect, and review, are becoming 100x engineers. They're not writing code. They're directing agents that write code. The skill is judgment.

AI makes the best engineers wildly more productive, and everyone else using AI slows these engineers down.

Think about it - the bottlenecks are (1) orchestration - telling AI what to do, and (2) reviewing - what AI did. Everything is leapfrogged and no longer needed.

So who do you want orchestrating and reviewing code?

And how do you want your best engineers to spend their time?

If your best engineers are spending time reviewing other people's code, then this is inherently an inefficient bottleneck. These engineers can review their agent's code much faster than reviewing human code.

The new world is about enabling your 10x engineers to become 100x.

The wrong strategy is to push every engineer to use infinite tokens. Companies doing this are celebrating 500% more pull requests. But customer outcomes don't match the volume of code being generated.

I call this the great reckoning of AI coding, and every company will face this soon if not already.

More code is just another bottleneck to the best engineers, and ultimately to your company's impact as well.

— THE BUILDERS: 10X PRODUCT MANAGERS

Product management and design roles are merging.

Designers that have customer focus, become more like product managers.

And product managers that have intuition for UX become more like designers.

The bottleneck of user research is gone. It takes us just one mention of an agent to kickoff research and analyze results.

The bottleneck of product <> design iteration is also gone. The product builder iterates on their own, along with agents and skills that ensure alignment with quality and strategy.

Also controversial today - I believe that the wrong strategy is to have your PMs shipping code - that just introduces another bottleneck that the best engineers will waste their time on.

To be clear, PMs should be coding but they should do this in a playground to iterate, validate, and scope. That code should not go to production.

Everything outside of managing systems, orchestrating AI, and reviewing output becomes a bottleneck.

That's why the other roles that are critical along with these are the systems managers (to reduce bottlenecks) along with a bottleneck you can't replace - customer meeting time.

— THE SYSTEM MANAGERS

Ironically, the people that automate their jobs with AI will always have a job. They become owners of the AI systems - agent managers. We have many examples of these people at ClickUp.

The underlying systems in which we operate are absolutely critical to get right. I think most companies are delusional to think they can iterate on existing systems and compete in this new world.

You must create enough disruption so that old systems are deprecated entirely. If there's any definition for 'AI native' that's what it is.

— THE FRONT-LINERS

In a world that will become saturated with AI communication, the human touch will matter more than anything to customers.

This is a bottleneck that you shouldn't replace - even when agents are high enough quality to do video meetings.

One-on-one meeting time with customers is something that shouldn't be automated. The systems around the meetings should be - so that front-liners spend nearly 100% of their time with customers.

REWARDING 100X IMPACT

In a world where companies are able to do so much more with less, where does that excess money go?

In our case, much of the savings in this new operating model will flow directly back to those that enabled it.

We must reward people that create productivity accordingly. This aligns incentives on both sides. Plus, in a world where your best people create 100x impact, you can't afford to lose them.

You should aim to retain these employees for decades. The context they have and their ability to efficiently orchestrate and review will be nearly impossible to replace.

Compensation bands of today should be thrown out the door. We're introducing $1 million cash/year salary bands with a path available to nearly everyone in the company if they produce 100x impact by creating or managing AI systems.

THE FUTURE

Nearly every company will make changes like these. The ones that do it proactively will define what comes next.

The future is not fewer people. It's different work, new roles, and better rewards for those who embrace it. We're already seeing entirely new roles emerge, like Agent Managers, that didn't exist a year ago.

ClickUp is positioning to lead this shift, not just internally, but for our customers too. I've never been more certain about where we're headed.

Change is constant, and it's coming. There will always be a tomorrow, no matter how much you may try to ignore it. There are no guarantees in life, nor promises of a bright future. We see good people being laid off through no fault of their own. Just because something terrible hasn't happened yet doesn't mean it won't. It can happen to anyone, at any time, anywhere. No one is guaranteed to wake up tomorrow and still have a job by evening. While many employees can read the writing on the wall, why do most assume it’s targeted at someone else? Are you now wondering, Am I Next?

AM I NEXT? NO LOVE AT ATLASSIAN CORPORATION

San Francisco-based Atlassian Corporation, an Australian-American software company specializing in project management tools, has implemented a reduction in force at its San Francisco headquarters as part of a global workforce consolidation plan.

The personnel realignment impacted 252 employees.

CEO Mike Cannon-Brookes noted, "I’m sharing some important news today. I have made the incredibly difficult decision to reduce the size of our team by ~10% (or ~1,600 employees). I believe this is the right decision for Atlassian. But that doesn’t mean it’s easy. Far from it. I know this has a huge impact on each of you, and it weighs heavily on me and Atlassian today.

We are doing this to self-fund further investment in AI and enterprise sales, while strengthening our financial profile. We’re also changing the way we work and reorganising around our System of Work to move faster.

Let me explain.

Why are we making these changes? We have momentum. We are executing incredibly well across our AI, Enterprise and System of Work transformations. You can see this in our results. Last quarter, cloud revenue growth accelerated to 25%+, RPO growth 40%+, 600+ $1m ARR customers and Rovo has passed 5 million MAU.

But, things have changed. The bar for what “great” looks like for software companies – on growth, on profitability, on speed, on value creation – has gone up.

We are choosing to adapt. Thoughtfully, decisively and quickly. To drive durable, profitable growth.

This means we are: Restructuring to self-fund further investment in AI and Enterprise Sales – two areas we have high momentum and are accelerating. Accelerating our path to sustained GAAP profitability – fuelling disciplined, durable growth.

Reorganising ourselves to move faster – building dedicated, accountable leadership teams across our Collections portfolio and other revenue-generating areas.

Is AI replacing these roles?

We fundamentally believe people and AI create the best outcomes. Our approach is not “AI replaces people”.

But it would be disingenuous to pretend AI doesn’t change the mix of skills we need or the number of roles required in certain areas. It does.

This is primarily about adaptation. We are reshaping our skill mix and changing how we work to build for the future.

How are we doing this?

“Build with heart and balance” means we consider and weigh up all options before we make decisions. Decisions require heart (humanity, empathy, passion), and balance (pragmatism, trade-offs, decisiveness). In this moment, we are balancing making the right (hard) decision for Atlassian, while supporting our people through this change.

We took a thoughtful and incredibly thorough approach to determining impacted roles. Guided by company-wide principles and a disparate impact analysis, we made some structural org changes and focused on retaining Atlassians with the skills to help us thrive as an AI-first company – this included strong performers, graduates, and Atlassians with transferable skills.

Saying goodbye

Slack will stay open on mobile devices for 6-12 hours (depending on timezones) for impacted employees who want to say goodbye to teammates across the world. We will be restricting Confluence in service of protecting our customers’ data.

With deep gratitude

To Atlassians who are leaving us – I’m sorry for the impact this will have on you. Thank you for everything you have contributed to our epic story. Whether you’ve written a word, a sentence, a paragraph or entire chapters – you are part of us, your contributions remain, and Atlassian is better because of what you’ve helped us write.

To Atlassians who are continuing on our journey – I know this is extremely challenging for you too, and we’ll work together to move forward in this next chapter.

A final note

We are more than 20 years into our journey of unleashing the potential of every team.

For over two decades, we’ve demonstrated our durability, our growth, and our resilience. We’ve built products that millions of people rely on every single day.

We’ve navigated – and thrived through – multiple technology shifts. Multiple market cycles. And we will again.

This will require continual adaptation. Decisiveness. And making hard decisions to set Atlassian up strongly for the long term.

Change is constant, and it's coming. There will always be a tomorrow, no matter how much you may try to ignore it. There are no guarantees in life, nor promises of a bright future. We see good people being laid off through no fault of their own. Just because something terrible hasn't happened yet doesn't mean it won't. It can happen to anyone, at any time, anywhere. No one is guaranteed to wake up tomorrow and still have a job by evening. While many employees can read the writing on the wall, why do most assume it’s targeted at someone else? Are you now wondering, Am I Next?