Can You Sell or License Company Data When Your Work Is for Clients?
AITrainingDataBroker.com
Can you sell or license data
when your work
is for clients?
Which parts of a client project are yours to license, and which belong to your clients.
Jimmy Lin
Can you sell or license data when your work is for clients?
Hello, everyone. Think about a design agency, an IT firm or an engineering office, where your team works for clients every day and their files sit right on your own server.
So when someone asks if your company could license its data to AI companies, most owners give the same first answer: that data is not mine, because it belongs to my clients.
Part of that is true, but it is not the whole story, and a fight in a New York court this summer shows exactly where the line is.
The video
Full script
Hello, everyone. Think about a design agency, an IT firm or an engineering office, where your team works for clients every day and their files sit right on your own server.
So when someone asks if your company could license its data to AI companies, most owners give the same first answer: that data is not mine, because it belongs to my clients.
Part of that is true, but it is not the whole story, and a fight in a New York court this summer shows exactly where the line is.
In August 2026, a software company called Springshot went to a bankruptcy court in New York, because Spirit Airlines planned to sell its business records to train AI, and Springshot said part of that data was its own.
Springshot had built the software Spirit used at its airports, and its 2022 contract said Springshot owns the data that software creates. Its CEO said they had no reason to believe Spirit would sell property that was not theirs.
So the lesson cuts both ways, because records from work done for a client can have 2 owners, and you need to know which part is yours before anyone licenses anything.
Helping owners see which records are theirs to license is a big part of my job, so let me tell you who I am.
I'm Jimmy. I have worked in data at Fortune 500 companies, as a data analyst, a data engineer and a software engineer, and I am trained in data science. I am also a Canadian military veteran, where I specialized in data analysis and reporting.
Are you selling your data? We are your broker and technical advisor. We get you the best price, and we guide your team through the technical side, so your data stays private.
Are you buying data for an AI lab? We find the right data for you and see it through to delivery, so you can focus on advancing AI research.
So, let us start with your clients, because in a client business, trust is the whole product. When Cisco surveyed 2,600 privacy and security professionals, 94% said their customers would not buy from them if they did not protect data properly.
That is why the answer is never to quietly license what your clients gave you, because one surprise like that can cost you the account.
The good news is that most of what makes your company valuable was never your clients' data in the first place.
Think of every client project as holding 3 kinds of work. The first is what you brought with you, like your templates, checklists and methods, which many client contracts treat as yours to keep.
The second is what you made for the client, like their final files, their data and the work they paid for, which belongs to the client and is never licensed without their written OK.
The third matters most to AI companies: how the work got done, meaning the steps, the reviews, the mistakes and the fixes, which your team created inside your own systems.
To make that real, let me open one project folder.
Take a 25-person marketing agency and open one client's project folder. Inside, you find your onboarding checklist and your ad templates, which are your own tools, so they can be licensed.
You also find the client's logo, their product photos and their sales results, and because all of that belongs to the client, we leave it out of the license.
The revision notes that show why each ad changed can be licensed once we strip out the client's name and details, while the client email threads need a look at the contract first, because some contracts treat every message as private.
This is not just theory, since Business Insider reported in October 2026 that a marketing agency licensed its templates, checklists and ads to an AI company, with no client material at all. So what does a note look like once the client is stripped out?
Here is a revision note your designer might write: Jen Alvarez at Brightside Pet Clinic wants the logo bigger and the $39 first-exam offer at the top, and she approved version 3 on March 2.
Before you license anything, we de-identify your data, which means we strip out the client's name, the contact's name, the prices and the dates, so Brightside becomes Client 12 in every note and Jen becomes Contact 4.
What the buyer gets is the work itself: a client asked for changes, the designer moved the offer up, and the client approved the third version.
We write all of this into the contract before you license your data, along with which clients and which folders are left out. And because it is a license, you keep your data and keep using it as you always have.
Which clients can you include, then? The answer sits in 3 parts of each client contract, and the first is about ownership, because it says whether the client owns only the final work or also your tools and methods.
The second is the privacy part, which says what you must keep private and for how long, while the third, if your contract has one, says whether you may reuse what you learn on the job to improve your services.
If a client contract bans it, we leave that client out of the license, and we can still license the work from every client whose contract allows it, along with your own tools and methods.
And when a contract is unclear, the safest move is to ask the client and get their yes in writing before anything is shared.
Now, let us turn this into your own records. Most client businesses can license their intake and onboarding checklists, their templates and playbooks, and the project plans that show how long each kind of job really takes.
After that come the review and revision notes, the request and ticket history, and the quality checks your team runs before a client signs off, all with client names stripped out.
What makes this worth more is years of it, across many clients, with a clear record of what changed and why. On your side, the main job is exporting the data, and we guide your team through it.
You already know how client work goes, because your team does the work, the client makes the final call, and trust holds it all together. I work the same way with you, as your broker and technical advisor.
As your broker, I bring your records to several buyers, so you get competing offers, and then I work through the terms with you, and you make the final call.
As your technical advisor, I guide your team through the technical side, from which folders to export and in what format, to how your data is de-identified and how it is delivered.
Nothing moves until your team signs off, and the terms are worked out case by case. As for my fee, it is paid out of the deal itself, and only if the deal closes.
So, can you license company data when your work is for clients? Often, yes, because your tools, your methods and the way your team does the work are yours, while your clients' own files are never licensed without their OK.
If you run a company with 30 or more people, the records you already have could become a new revenue stream. You can find out if yours qualifies, for free, at AITrainingDataBroker.com.
Thank you for watching, and I will see you in the next one.
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