A woman with a PhD told me nobody cares about it.
She was not being modest. Aarti Anand runs an AI advisory firm (Kodenyx.ai). She has a doctorate, fifteen years of building software, and a decade inside corporate product teams. I asked her how a person turns that much expertise into demand.
A note on how this piece exists at all, because it delights me. I found Aarti here on Substack. I was reading her essays long before we ever spoke. I reached out, we recorded an hour together on my B2B selling podcast, Sales Uncharted, and now her ideas are coming back to where they started: my Substack audience, pointed at careers instead of deals.
That is the restack on steroids. Not a quote and a comment. The whole frame, taken seriously and run through the work I do.
If you are in sales and you want the original conversation with the B2B version of all of this, it is here:
Everybody else, stay with me. This is about your career.
Her answer was flat. If somebody has just watched a cat video, they are not looking for her credentials. The expertise helps her solve a problem once she understands it. It does nothing to make anyone want that problem solved in the first place.
I have been thinking about that answer all week, because it is the same wall I watch capable people hit in the first decade of their working life.
You did what you were told to do. The degree. The certification. The tool everyone said to learn. The hours. Then somewhere around year three or year five, the returns go flat, and nobody can tell you why.
Which means the thing you were promised would work has quietly stopped working, and no one sent the memo.
Credentials are inputs. Somebody else decides whether they become valuable.
Here is the uncomfortable part of what Aarti said. She was not arguing that expertise is worthless. She was arguing that expertise is not in demand.
You can be excellent and still unhired. You can be the most capable person in the department and watch a promotion go to someone who can explain what they solve in one sentence. That is not unfair in every case. Sometimes it is a communication gap you have never been asked to close. Right? So your qualifications are raw material. The market pays for what the material is turned into, and you are the only person who can do that turning.
I say this as someone who found out late. After thirty years of corporate work, I made my first calls as myself and got asked who gave me the number. The logo had been doing more of the talking than I realized.
Nobody hands you demand. You have to build the case for yourself.
And people usually try to build that case by adding something new. That is where the second idea comes in.
Before you add anything, look at how you actually operate
Aarti spends her working life helping companies decide where AI belongs. The first thing she tells a business owner is to stop. Buy nothing. Look inside the operation first.
Her reasoning is simple. No technology fixes a broken operation. If the process underneath is unclear or held together by workarounds nobody has examined, adding a tool lets you run the broken process faster.
Read that again with your own career in the frame.
When progress stalls, the instinct is to add. Another certification. Another course. Another side project. Another job change that looks like progress.
Almost nobody starts by mapping how they currently operate. Where the week actually goes. Which work gets noticed and which disappears. What you are quietly working around because you have never named it out loud.
Which means most career investments get made before the diagnosis, and a diagnosis after the fact is just an autopsy.
Aarti does one more thing that transfers directly. She does not do her diagnostic work only with the leaders. She talks to the operators, one at a time, with nothing recorded and nothing sent upstairs. She wants what people actually do, not the version that gets reported.
You need that same honesty with yourself, and it is harder to get alone than anybody admits.
The year has to earn its place
The line from her work that I keep coming back to is about money. Before a dollar goes to AI, that dollar has to be earned.
What does the current process cost?
Where is the constraint?
What changes if it is solved?
What is the payback?
She points out that when a company buys a large piece of equipment, it gets asked all those questions. The same company spending the same amount on something fashionable often gets a demo and a promise.
You have something more expensive than a budget line. You have years. So apply her test to the next thing you were about to add. What is the constraint holding you back right now? Does this fix that constraint or a different one? What is the payback, and when?
A two-year qualification that targets a problem you don't face isn't an impartial decision; it's two years focusing on the wrong bottleneck. So the real question isn't the course's quality, but whether it justifies a year-long investment.
Sometimes, it's better to remain in the uncomfortable gap longer
My favorite part of the conversation was about how she runs a first meeting. She does not walk in and start proposing. She sits between two questions for a long time.
Where are you today?
Where are you trying to get to?
Her phrase was that the gap does the work.
People are uncomfortable in that gap. It has no action in it. It feels like nothing is being solved.
But the gap is where the truth is. Take the same questions into your own career and answer them properly, in writing, with specifics.
What am I actually doing today, in detail?
What do I want to be doing, and for whom?
What is the distance made of, in skill, in evidence, in access?
Which part of that distance is the real constraint?
What have I already tried, and what happened?
What happens if nothing changes for three more years?
That final question is often overlooked, yet it is the only one with a deadline. Essentially, clarity isn't about comfort; it's about taking a shorter path, with the rewards appearing years later.
Your success depends on the exceptions
Aarti made one more point about automation that reads differently when you apply it to a person. A process can run correctly in almost every case and still carry most of its risk in the small remainder.
Careers work the same way. Nobody remembers the ninety-eight days you delivered on time. They remember the week the project went wrong, the client meeting that turned, the moment you had to make a decision without enough information.
Those exceptions are where reputation is set, and they are exactly the moments no process can carry for you.
That means the routine part of your job can be sped up by anything you like. The exceptions are where your value gets decided, so they are worth preparing for on purpose instead of surviving by luck.
Ask yourself which exception you handled best in the last year, and whether anybody other than you knows about it.
The work you do is not who you are
Aarti wrote something about software engineers that I brought into the conversation. For years, many of them located their value in the ability to write code. Then the machines started writing code well, and the task stopped being scarce.
Her answer was not about engineering. It was about identity. She has moved through identities that each could have felt permanent. The academic. The corporate product builder. Now the founder who also has to sell. Her point was that when you tie yourself too tightly to one task, every shift in technology feels like a threat to who you are.
This is the single biggest risk in the first ten years of work, and it has nothing to do with AI. It is that you become the tasks on your job description, and then the job description changes. The role is rentable. Someone else owns it, defines it, and can take it back. The career is the asset. The role is just where it is parked this year.
What survives the shift is judgment. Knowing which problem matters. Knowing which information is noise. Knowing when a conversation has changed direction before anybody says so.
As the execution around your job gets cheaper, that judgment is worth more, not less. Which is exactly why handing all of your thinking to a tool during your forming years is the expensive choice that feels like the efficient one.
Undocumented is uninvestable
Her phrase that stopped me is about businesses, and it lands harder on people.
She talked about building her company so it doesn't depend on her being in the room. If every decision needs her, if nothing can be written down, taught, and handed over, then she has built a dependency rather than a business. Her word for that was expensive. It flatters the ego, and you can't sell it.
Now look at your own record.
The work you are proud of is mostly in other people’s heads. The context lives in a company system you will lose access to on your last day. The judgment you have built over five years has never been written down anywhere, by anyone, including you.
Then you leave and discover you never owned evidence of your own capability.
Which means the strongest people I know keep their own record. Not a resume, which is a summary written in a panic. A running file of problems they were handed, what they did, what it changed, what they would do differently.
That file makes you legible to somebody who has never worked with you. It is also the only honest input into any decision about what to do next.
Build it longitudinally, or keep starting over
This is why RISEUP@work is built the way it is. Longitudinal means one thing in plain language. It follows you across years instead of treating each job hunt as a fresh emergency.
The first decade of work has two distinct halves, and they are not the same problem. The Launch Stage runs from roughly four years before your first role to two years into it, and the job there is direction. The Foundation Stage runs from year two to year ten, and the job there is compounding, where the evidence of what you can do starts to stack into something that belongs to you.
Both of them fail the same way. Undocumented years. No diagnosis, no record, no thread between one role and the next.
So here is the practical move for this week, and it costs you nothing.
Open a blank file. Write down the last three problems you were handed at work. For each one, write what you actually did, what changed because of it, and what you would do differently now. Then answer where you are today and where you are trying to get to.
That file is the first documented asset in a career that, until this afternoon, was uninvestable.
The part nobody can do for you
Near the end of our conversation, I asked Aarti what she would tell somebody at the very start of their working life. After an hour on AI, automation, and business models, her answer was old-fashioned.
Talk less. Listen more. Find the gap and be honest about whether you can fill it.
I liked it because it put the whole conversation back where it belongs. Tools will keep getting better. They will research faster than you, draft faster than you, and organize your week better than you do.
None of that forms judgment. Judgment forms when you sit in the uncomfortable gap, write the honest version down, and carry the consequence of your own decision.
That is what accumulates. Ten years from now, it will be the only thing you own outright.
RISEUP@work is the career operating system I am building for the first decade of professional life. It is pre-launch, and I am looking for early adopters who want to shape it. Join us at www.riseupatwork.com