Give Your Ticket History a Side Gig
AI labs are paying for real business data. We turn your tickets into an anonymized, licensed dataset that earns you extra revenue. Cleanup runs on your own server.
- Any size shop
- 3+ years of PSA history
- Techs who write real notes
- Mostly unregulated clients
AI Companies Are Paying for Real Business Data
AI labs have used up most of the public web and need records of real work to keep training their models. Data owners have asserted their rights and expect to be paid, so labs now license business data directly from the companies that hold it.
Years of tickets written by your techs, before AI tools, are the hardest data for AI labs to find.
Deals handled by one company’s data marketplace, with over $10M expected back to sellers by the end of 2026.
MIT Technology Review · Oct 2026 (opens in a new tab)Share of that company’s deals that now include code or data sales.
MIT Technology Review · Oct 2026 (opens in a new tab)“We’ve already run out of data.”
Business Insider · Oct 2025 (opens in a new tab)
What Your Tickets Can Earn You
AI labs have used up most public data. Real ticket history from working techs is the kind they still need and are happy to pay for.
Extra Revenue
AI labs want fresh tickets, so new history can be licensed again and again. Your payouts can keep coming.
A New Company Asset
A licensed dataset is something a buyer can see and value if you ever sell your MSP.
What Earns the Most
What You Get Either Way
Even if you decide not to license your data, a Moonlit review leaves you with:
We Guide You Through Each Step
- 1
Quick 15-Minute Intro Call
We talk about your PSA and history, then send your free payout range. No files, no access.
- 2
Data Rights Check
We sign an NDA, then review your client agreements to see which tickets you can license.
- 3
Anonymize Your Data
We strip out passwords and swap client names, devices and IPs for codes, all on systems you own.
- 4
Ready to License
We help you review offers and pick a buyer, then you grant the license.
Repeat on Schedule? You Decide
You can continuously monetize your anonymized data. Moonlit cleans and sorts it on a schedule, so each fresh batch is ready to license.
Your Clients Stay Protected
Every ticket describes a client’s systems. Buyers want the troubleshooting. Your clients’ details come out first. Here’s one ticket as it moves through cleanup. All on your server.
Every step below runs on your own server. Only the tokenized dataset leaves it, licensed to the buyer.
Ready to License
Illustration only. A fictional ticket; every name, address and password above is made up.
Click a step to see the ticket change
How Does Moonlit Data Help?
We Review Every MSA
Clients whose agreements don't allow it are left out. So are co-managed records that belong to a client's own IT team.
Regulated Clients Are Cut by Default
Healthcare, finance and government accounts are excluded unless you approve them.
Names, Hosts and IPs Are Tokenized
Client names, users, hostnames, domains and IPs are replaced consistently, so the fix stays readable and every identity stays hidden.
Credentials Never Ship
Every record gets a secret scan. Flagged tickets get a human review or come out.
Moonlit Data helps tokenize your data for quick licensing to AI labs.
- Passwords, API keys and tokens
- Network diagrams and firewall configs
- Security incident details
- Screenshots and recordings
- Client-specific documentation
- Any client who says no
- Protected industries: healthcare, finance and government
We Get Paid When You Do
One fee, 15% of what you’re paid, in writing before you sign.
No-Cost Review & Guidance
- 15-minute intro call
- A payout range, sent after the call
- Which tickets are licensable
- Contract risks flagged early
- No files, no access
Data Cleanup & Licensing
- Contract review, cleanup and tokenizing
- Buyer introductions and competing offers
- Fresh-ticket deliveries for recurring deals
- No upfront fees
- Have no buyers? Pay no fees
100% Transparency
- You approve every step
- Every buyer offer, in full
- Our fee in dollars, before you sign
- A redacted preview before anything ships
- Decline any offer and owe nothing
- Freedom to work with other buyers
What your data earns depends on ticket volume, note quality, how specialized the work is, and how many clients clear review. Your free payout range shows what to expect before you commit.
Questions MSP Owners Ask
Do I need to give you access to my servers?
No. You install Moonlit on a server or cloud account you own, and it runs there under your control. It cleans your PSA export on your own system, removing secrets and tokenizing identities. Only the cleaned dataset leaves, after you approve a preview. You can pause or remove it anytime.
Do I need my clients’ permission?
We review every MSA. Clients whose agreements don’t allow it are left out, and so is any client who says no. We’ll help you write a client notice if you want one. See how clients stay protected.
What does this mean for my techs?
Your team keeps working the same way. You license ticket history you already have, and taking part is entirely your call.
What agreements will I sign?
An NDA before our first real conversation, a data processing agreement before any work starts, and a license with the buyer that limits how the data can be used. You keep ownership of your data, and you can stop at any step.
What’s it worth, and what does it cost me?
No buyer publishes MSP prices yet, so your free payout range shows you real numbers first. Even short ticket notes can hold value through escalations and projects. Your time is a 15-minute call and a few hours of exports. Our fee is 15% of what you’re paid, nothing upfront, and declining an offer costs you nothing. It can be ongoing: new tickets can be licensed on a schedule.
Why should I care now?
As AI tools spread through MSPs, more ticket notes will be written or assisted by AI. AI labs specifically want work written by people, so the years of notes your techs wrote themselves are becoming rarer and more valuable. Licensing that history lets you earn from it while buyers are actively looking, and new tickets can still be licensed on a schedule.
Could I do this in-house?
You can. You’d need to review every client agreement, build secret scanning and tokenizing for your PSA, find buyers who take MSP data, and negotiate the license. That’s months of work, and it repeats with every new batch. With us it’s a few hours of your time, and with nothing upfront you only pay if it works.
Who licenses the data?
AI labs that train models on real IT support work. You see the buyer, the price and the terms before anything is licensed, and you can say no.
How much work is this for my team?
A few hours from whoever runs the export. Exports come from your PSA’s reporting or API tools and don’t touch live tickets. There’s no set minimum, and several years of tickets with real tech notes makes a strong dataset.
What happens after I reach out?
We set up a 15-minute call about your PSA and history, then send your free payout range. Nothing else happens unless you decide to go ahead.
I run a small shop. Can I take part?
Yes. We combine tickets from smaller MSPs into larger datasets, and each shop is paid for its share. Today most buyer demand is for English-language tickets from MSPs in the US, UK and Canada, so tell us where you’re based on the intro call and we’ll confirm the fit.
What happens to my data after it’s licensed?
It’s used only for the purpose in your license, kept for an agreed period, then deleted. You review a sample before anything is used, and you keep ownership of your data.
Based in Austin, TX
Tem Balanco, Founder
Tem has run web hosting and IT services companies since 2000, including OneBrand and BuildYourSite. After more than 25 years of solving customer problems through tickets and chats, he and his team saw how much real know-how lives in that history. Together, they built Moonlit Data to help MSPs realize the value of their data.
Find Out What Your Ticket History Is Worth
A few quick answers get you a first read. No files, no access, no fee unless you're paid.
- Reply within one business day
- A rough value range and what's licensable
- Contract risks flagged up front
- Any size shop
- 3+ years of PSA history
- Techs who write real notes
- Mostly unregulated clients
Prefer a Quick Call?
Call us at 512-201-0056, Mon–Fri, 9–5 CT.