Industry guide
Sell MSP data to AI: an MSP data licensing guide for IT service providers
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The short answer
Yes, you can sell MSP data to AI companies, as a license to a de-identified copy of records your company owns. MSP data licensing is a buyer favorite: one large AI training-data company names “Managed IT Services (MSP)” and a broker names “IT services and MSPs” (source: program terms, Regulr buyer directory). Each figure on this page is a program's own advertised term; our buyer directory lists the programs and links to their published terms.
The slice that usually qualifies is narrow and specific: runbooks, SOPs and KB articles your team wrote, generic scripts with secrets removed, training material, and ticket triage metadata (category, priority, routing, SLA, time to resolve, reopens) with client identity removed. Client environment documentation, credentials, security incidents and regulated clients' tickets stay out. You keep your records and license a copy.
Why AI buyers want MSP and IT service provider data for AI training
AI labs are building agents that do IT work: triage a ticket, find the cause, run the fix, write it up and know when to escalate. To train and test those agents they need real examples of the work with outcomes attached, and an MSP produces them all day. A user reports that Outlook will not connect. The ticket is categorized and routed to a board, a tech checks the RMM, finds an expired token, runs a script, writes a resolution note, logs 20 minutes and closes it. Three days later it reopens, or it does not. That chain is IT service provider data that AI training teams cannot make on their own.
Three things make an MSP stand out among the categories buyers ask about:
- The procedure is already written down. Good MSPs document everything in IT Glue, Hudu, SharePoint or Confluence: onboarding checklists, troubleshooting runbooks, escalation rules. Buyers name exactly this. One broker asks for “Process docs, runbooks, internal wikis,” and one buyer program lists “PRDs, runbooks, SOPs” (source: program terms, Regulr buyer directory).
- Outcomes are built in. Every ticket has a time to respond, a time to resolve, an SLA met or missed, and a reopen flag. One buyer program asks for “reopened tickets, failed changes, escalation paths,” and another calls decision and escalation records from support desks and ITSM tools “the category frontier labs ask for most often” (source: program terms, Regulr buyer directory).
- The fixes are code. PowerShell scripts, RMM policies and workflow automations encode what your best tech knows. Procedural code is valuable for agents that use tools, and generic scripts are usually the MSP's own work.
The catch is just as specific. Most of what sits in a PSA or a documentation platform describes your clients' networks, users and devices, not your company. That is why this page spends as much time on what stays out as on what qualifies. For the short version written for owners, our page for IT service providers and MSPs lays out the records and the buyers on one screen.
AI buyers that name MSPs and managed IT services
These are the programs in our registry whose own pages name managed IT services, IT services and MSPs, or software and IT, shown by type. Each cell is the program's own published term; our buyer directory lists the programs and links to where each says so.
| Program | What it names | Who qualifies | Advertised pay |
|---|---|---|---|
| Broker A | Software and IT | 20+ full-time staff now or at peak, 3+ years of records, US-based, working mainly in English. Operating, downsizing and closed firms qualify. | An estimator example of $385K to $895K for a 100-person, 10-year firm, labeled an illustration based on its partner's payout model. |
| Broker B | IT services and MSPs | About 30+ employees, several years of history, English. US, UK and Canada first. | "Get up to $4M." A fixed sum is agreed before any data is shared. |
| Buyer program H | Managed IT services | "40+ employees" is its "preferred starting point," assessed case by case. It asks for years of records. No geography is stated. | "$10K to $1M+" as an "illustrative value per data partnership, scaling with cadence." It says its partnerships are designed so there is opportunity for recurring revenue. |
A few notes on reading the table. Buyer program H names “Managed IT Services (MSP)” word for word, lists ServiceNow and Zendesk among the systems it connects to, and calls 40+ employees its preferred starting point. It also says it anonymizes everything inside your environment before any data is extracted, which matters for an MSP whose records are full of client detail. Broker B names “IT services and MSPs” and says it excludes “client environment details and credentials” and “Proprietary pricing logic” (source: program terms, Regulr buyer directory).
Other programs name the records rather than the industry. Buyer program A asks for “Support documentation, ticket workflows, QA processes, customer operations, and knowledge management.” Buyer program G names “managed IT environments.” Buyer program I pays on acceptance and quotes each partnership individually. Buyer program E lists “SOPs, playbooks, runbooks” and requires that the company owns the records in its systems, though MSPs are not named in any tier of its published priorities (source: program terms, Regulr buyer directory). Two programs state the client-data rule directly: Buyer program L says data you hold on behalf of your own clients stays out of scope unless you have the right to license it, and Buyer program K excludes what you hold on behalf of your own clients (source: program terms, Regulr buyer directory). Our directory of buyer programs has every program we track.
What usually qualifies in MSP data licensing: what your team wrote
The pattern across buyers is simple: they want what your people wrote, decided and resolved. For an MSP, that splits cleanly into three groups.
| Record type | Where it usually lives | Usual status |
|---|---|---|
| Internal runbooks, SOPs and KB articles written by your team | IT Glue, Hudu, SharePoint, Confluence | Usually qualifies once client names come out |
| Generic scripts and automation (PowerShell, RMM policies, workflow rules) | RMM script libraries, Git repositories | Usually qualifies with secrets removed; client-specific scripts go to review |
| Ticket triage, dispatch, SLA and escalation metadata | ConnectWise PSA, Autotask, HaloPSA, Syncro, ServiceNow | Usually qualifies with client identity removed and free-text fields dropped |
| Technician training curricula and onboarding material | Learning system, SharePoint | Usually qualifies |
| Your own contract templates, proposals and pricing | Document storage, PSA sales or quoting tools | Usually qualifies (own templates only; distributor cost data goes to review) |
| Project templates for onboarding, migrations and Microsoft 365 moves | PSA project modules, Smartsheet, Teams | Templates qualify; client-specific SOWs go to review |
| Internal team chat and billing reconciliation | Teams, Slack, PSA agreements | After scrubbing; threads with client detail go to review |
| Ticket free text and resolution notes | Your PSA | Needs review against client MSAs and vendor terms |
| RMM alerts, backup logs, QBRs and vCIO roadmaps, client chat and call transcripts | RMM, backup tools, myITprocess, phone systems | Needs review: these describe client systems or client business |
| Client environment documentation, passwords, configurations and network diagrams | IT Glue, Hudu, discovery tools | Stays out |
| Security incidents and SOC alerts; tickets for healthcare, legal and financial clients | Security stack, SIEM, PSA | Stays out |
Runbooks, KB articles and documentation best practices
MSP runbooks and process knowledge bases are the most valuable thing most MSPs own outright. A runbook written after the fifth time a tech fixed the same M365 sync issue is codified judgment. Owners who already follow MSP documentation best practices (one template per process, clear owners, review dates) have a head start, because consistent structure is easier to de-identify and easier for a buyer to use. The work is to separate the generic procedure (“how we reset MFA for a user”) from client-specific pages (“Client X firewall rules”), which stay out.
MSP PowerShell scripts and automation
Script libraries are the second clean asset. A generic onboarding script, a disk cleanup policy or a patch remediation workflow is your company's code. Two things come out before anything is shared: secrets (API keys, passwords, tenant IDs) and scripts written for one client's environment. One buyer program buys standalone codebases at a published $10K to $100K+, with a minimum of 50K lines of code (source: program terms, Regulr buyer directory), so a large script library may be priced on its own.
The test that sorts most MSP records
Did your team write it to run your own practice? Then it usually qualifies once client names come out. Does it describe a client's network, users, devices, passwords or incidents? Then it usually stays out, even when it sits in your PSA or IT Glue.
MSP ticket data: triage metadata in, client free text under review
Tickets are where buyer demand and client data collide. Buyers want the ticket record, and the ticket text is about your clients. The workable middle is to split a ticket into two layers.
- Metadata, which usually qualifies. Board or queue, category and subcategory, priority, source (email, portal, phone, RMM alert), assignment and reassignment counts, escalation tier, SLA target and whether it was met, time to first response, time to resolve, time entries by work type, reopen flag and CSAT score. With the client name replaced by a consistent token, this shows how your service desk triages and routes work, and what happened.
- Free text, which needs review. The initial description, internal notes and resolution notes describe a client's users and systems. They are full of names, emails, hostnames, IP addresses and sometimes pasted credentials or screenshots. Whether any of it can be licensed depends on what your client MSAs allow, and buyers typically exclude it unless a scrubbing method is agreed in writing.
By our estimate, the realistic MSP deal is a package of MSP-authored procedure plus a ticket metadata corpus, with free text left out or included only after the buyer signs off on the de-identification method. That is still a meaningful record: years of triage decisions with outcomes attached. Our guide to MSP client data, MSAs and what stays out covers the free-text question in detail, including the identifier list HIPAA uses for de-identification, which doubles as a practical checklist for ticket text.
What stays out of MSP data licensing
Most of what stays out falls into four groups. They are the core of this category, so each is worth knowing before you talk to any buyer.
- Client environments and credentials. Network diagrams, asset lists, configurations, firewall rules and the password vault in IT Glue or Hudu describe your clients' systems and are security-sensitive. IT Glue exports can include or exclude passwords; for a data license, passwords are always out. One broker that names MSPs excludes “client environment details and credentials” outright (source: program terms, Regulr buyer directory).
- Security incidents. Incident tickets, SOC alerts, forensic notes and breach response records stay out. They describe a client's weaknesses, and they are often governed by the client's insurer and your security vendors' terms.
- Regulated clients' tickets. An IT provider that creates, receives, maintains or transmits protected health information for a covered entity is a business associate under HIPAA (source: 45 CFR 160.103, business associate definition (LII)), and its BAA sets what it may do with that information. Law firm clients' matter content, accountants' client tax data and federal clients' Controlled Unclassified Information stay out for similar reasons.
- Records your client MSAs reserve. Many MSAs treat everything about the client's environment as client confidential information. Where an MSA bars any use beyond service delivery, the records tied to that client stay out.
None of this empties the dataset. Take out the client environments, the credentials, the incidents and the regulated clients, and what remains (runbooks, KB articles, scripts, training, templates, pricing and ticket metadata) is the part buyers say they want. You approve the scope, and each exclusion is named in the contract. Our guide to MSP client data, MSAs and HIPAA BAAs goes through each group.
PSA, RMM and documentation terms that shape MSP data licensing
Your PSA, RMM and documentation platform hold most of the value, so their terms matter. The terms we read on October 18, 2026 mostly say the MSP owns its data as against the vendor. The catches are an API clause, a third-party clause, a few exports that are limited or not possible, and short windows after you cancel.
- ConnectWise PSA (Manage). “Client exclusively owns all rights, title and interest in and to all Client Data” (§5.1), and Client Data may be retained for no more than 30 days after expiration or termination (§5.5) (source: ConnectWise Master Agreement (revised Sept 30, 2024)). That settles ownership between ConnectWise and the MSP, not between the MSP and its own clients.
- Kaseya: Autotask, Datto RMM, IT Glue. The Master Agreement says “you or the End User (as applicable) retain all existing rights in and to Content” (§8(b)) (source: Kaseya Master Agreement (updated Oct 7, 2025)). The API License says that, as between you and Kaseya, Content pulled through the API is owned by Kaseya, and that unless expressly permitted by the owners of Content you will not “perform AI training or sublicense Content to any third party” (§5) (source: Kaseya API License (updated Mar 1, 2026)). Autotask allows export while subscribed, subject to any standard export fee, and keeps data 30 days after termination; for Datto RMM, “Content is not exportable” (source: Kaseya terms for Autotask PSA and Datto RMM (updated Nov 17, 2025)). IT Glue exports end at termination, and Kaseya may destroy the data 30 days later (§2(c)) (source: IT Glue Product Terms of Use (updated Mar 21, 2025)).
- HaloPSA. You reserve all rights in Your Data (§12(b)), but §4(a)(iv) bars making “the Services or materials resulting from the Services available in any manner to any third party” without Halo's express written permission (source: Halo Terms and Conditions (updated Mar 18, 2026)). Our reading is that this can reach a licensing extract, so Halo-sourced records are a needs-review item.
- NinjaOne and Hudu. NinjaOne says you own your data (5.1), bars AI training and automated extraction for a competitive purpose (3.1), allows exports “on a reasonable and non-recurring basis,” and gives 45 days after termination (8.3.3.1) (source: NinjaOne EULA (updated June 8, 2026)). Hudu says the licensee is the sole owner of its data (8(a)), but data is “inaccessible from the Software immediately upon termination or expiration” (13(b)) (source: Hudu Terms (effective Mar 19, 2026)).
The practical rule: export through each tool's own export while you are subscribed, never through a third-party connector or scraper, and avoid the Kaseya API route entirely. Our guide to ConnectWise, Autotask and HaloPSA data export and AI terms goes clause by clause, adds Syncro and N-able, and lists every post-termination window in one table.
Who qualifies: MSP size, history and client mix
MSPs clear headcount gates more easily than most categories, because nearly everyone works at a desk. The gates that matter:
| Program | Size gate | History |
|---|---|---|
| Buyer program E | 20+ full-time US office employees; only office staff count | 3+ years of records and 5+ systems |
| Buyer program H | 40+ employees as a preferred starting point, case by case | Asks for years of records |
| Buyer program A | 30+ employees; its form describes 30 to 200 | Operationally mature |
| Broker B | About 30+ employees | Several years of history |
| Broker A | 20+ full-time staff now or at peak | 3+ years of records |
| Buyer program I, Buyer program L | No minimum published | Longer history valued more |
The profile buyers respond to
In our view the strongest MSP candidates have 8+ years in business and 7+ years on the same PSA, because a long ticket history is what links symptom, fix, time and reopen. A documentation culture helps as much as size: an MSP with a maintained runbook library and a script repository has a clean asset even at 25 people. The weak profiles are tickets kept in email, a PSA migration that dropped the history, or a client base that is mostly healthcare, legal or defense.
How many MSPs fit, for context
Census business counts for 2022 show 3,214 firms in Computer Systems Design Services (NAICS 541512, where many MSPs classify themselves) with 20 to 199 employees, 503 in Computer Facilities Management Services (541513) and 621 in Other Computer Related Services (541519) (source: Census, Statistics of US Businesses 2022, detailed sizes). Those codes mix MSPs with software shops, resellers and federal integrators, so by our estimate US MSPs with 20+ staff number in the low thousands. GTIA, the IT channel trade association, cites 3,800 member companies on its homepage (source: GTIA homepage). The MSP page shows how Regulr reviews a provider of that size.
What buyers advertise paying for MSP data
No buyer publishes a price for MSP records specifically. What exists are each program's general ranges. A few that matter for an IT service provider:
- Buyer program H: “$10K to $1M+” as an illustrative value per partnership, scaling with cadence, with partnerships designed for recurring revenue (source: program terms, Regulr buyer directory).
- Buyer program A: $100K+ for a qualified partnership, $500K+ for large or multi-team datasets, and $1M+ for highly unique data (source: program terms, Regulr buyer directory).
- Broker B: “Get up to $4M,” with a fixed sum agreed before any data is shared (source: program terms, Regulr buyer directory).
- Broker C: “$100K to $1M+” (indicative), priced on rarity, depth and exclusivity, with payment on delivery and on each relicense (source: program terms, Regulr buyer directory).
- Buyer program E: $100K to $5M advertised, with indicative offers of $200K to $500K for 20 to 49 US office staff (source: program terms, Regulr buyer directory). Its ownership rule means PSA ticket text is likely to be scoped down.
Two cautions specific to MSPs. First, a package of runbooks, scripts and metadata is smaller than a full company corpus, and ranges advertised for full corpora may not apply to it. Second, estimators from different programs often share one formula, so they are not independent valuations. What moves an MSP's price is years on one PSA, how well the documentation and scripts are kept, outcomes in the ticket data, and how much client material has to come out. Our data value checker walks through those factors.
If you are selling your MSP
MSPs change hands often. Aventis Advisors counts 1,680 MSP acquisitions worldwide from 2015 to 2025, with Evergreen Services Group, The 20 and Thrive among the most active acquirers (source: Aventis Advisors, Who is buying MSPs? (Mar 22, 2026)). If a sale is on your horizon, a data license is one more contract an acquirer will read in diligence. Exclusivity is the term to watch: one buyer program requires 24 months of seller exclusivity, and another's published deals are perpetual exclusive licenses (source: program terms, Regulr buyer directory).
Licensing your runbooks, scripts and ticket metadata before an LOI can turn an archive into cash the acquirer does not pay you for. After closing, the acquirer decides, and platforms often move acquired MSPs onto their own PSA, which puts old ticket history at risk. Our guide to selling an MSP, valuation multiples and your records covers timing, the published multiples and the questions an acquirer will ask.
How an MSP data licensing deal runs, step by step
- Inventory. List your systems (PSA, RMM, documentation platform, script repository, Teams or Slack, accounting), how many years each holds, and roughly how many tickets a month you close. Nothing leaves your systems at this stage.
- Sort by author. Separate what your team wrote for your own practice (runbooks, KB, scripts, training, templates) from what describes clients (environment docs, passwords, client-specific scripts, incident records).
- Check the rights. Read your MSA template for what it says about client information and de-identified use, flag regulated clients and BAAs, and note vendor clauses such as the Kaseya API License and HaloPSA §4(a)(iv).
- Scope. Decide what is in and what is out. Ticket free text, RMM telemetry and QBRs are the usual review items; credentials, client environments and incidents are the usual exclusions. You approve the scope, and it is written into the contract.
- De-identification. Client names become consistent tokens, and names, emails, phone numbers, usernames, hostnames, IP addresses and any pasted secrets are removed, so a ticket still links end to end without naming anyone. One buyer program says it anonymizes inside your environment before any data is extracted (source: program terms, Regulr buyer directory).
- Offers and terms. Buyers review a sample or a description and make an offer. Compare price, payment timing, exact scope, exclusivity, permitted uses, deletion at the end of the term, and the warranties you give about your rights.
- Export and delivery. Run the export with each tool's own export while subscribed. The records go from your systems to the buyer you chose. With Regulr, they never pass through us.
The best position is more than one written offer, because buyers price the same records differently and their terms on client data and exclusivity differ even more. That comparison is the work Regulr does for the seller. To see how your practice would come out, start with the MSP and IT services page and see what your runbooks and ticket history could qualify for. For other desk-based categories with similar client-confidentiality questions, see our guides for law firms and accounting firms.
How Regulr is paid, and how we write these pages
Regulr is a sell-side advisor. When a business we introduce signs a license, we may be paid a fee by the buyer or through a program's referral terms. We list every program we can verify whether or not it pays us, order is never set by fees, and every figure is the company's own advertised term with a link to where it says so. Regulr has not closed a data deal yet, so nothing here describes our results.
Frequently asked questions
Can an MSP sell its data to AI companies?
Yes, in the form of a license to a de-identified copy of records the MSP owns. Several AI training-data programs name managed IT services or MSPs, and others ask for the exact records an MSP produces: runbooks, knowledge bases, ticket workflows and escalation records. The part that usually qualifies is narrow. It is what your own team wrote, plus ticket triage metadata with client identity removed. Records that describe client environments, credentials and security incidents stay out.
What MSP records do AI buyers want most?
Buyers name runbooks, SOPs and KB articles, scripts and automation, and ticket histories that show symptom, diagnosis, fix, time spent and whether the ticket reopened. One buyer program calls decision and escalation records from support desks and ITSM tools the category frontier labs ask for most often. For an MSP, the cleanest version is MSP-authored procedure plus ticket metadata with the free text dropped.
Are my clients' tickets mine to license?
Usually not in full. Ticket text and resolution notes describe your clients' networks, users and devices, and your MSAs typically treat that as client confidential information. Vendor terms add to this: Kaseya's Master Agreement says you or the End User retain rights in Content, as applicable. That is why buyers typically scope MSP deals to MSP-authored documents and de-identified triage metadata, and treat ticket free text as a separate decision.
How much is MSP data worth?
No buyer publishes an MSP-specific price. Programs that name managed IT advertise broad ranges, such as $10K to $1M+ as an illustrative value per partnership at one buyer and up to $4M at a broker. Advertised ranges are not offers. Years on one PSA, how well your runbooks and scripts are kept, and how much client material has to come out move the number most.
How many employees does an MSP need to qualify?
Most programs ask for about 20 to 40 full-time employees and three or more years of records. One buyer program counts only US office staff, which suits MSPs because nearly everyone works at a desk. Another calls 40+ employees its preferred starting point. A 20-person MSP fits some programs; a 60-person MSP fits most.
Can I export my PSA data through the API for a data license?
For Kaseya products, the API is the wrong route. The Kaseya API License bars performing AI training on, or sublicensing, Content pulled through the API unless the owners of Content permit it. The usual route is your own in-product export while you are subscribed. HaloPSA's terms separately bar making materials resulting from the Services available to a third party without Halo's written permission.
Does an MSP that serves healthcare clients qualify?
The healthcare work usually stays out. An IT provider that creates, receives, maintains or transmits protected health information for a covered entity is a business associate under HIPAA, and the BAA limits what it may do with that information. An MSP whose revenue is mostly healthcare, legal or defense clients has a thin licensable slice. One with mixed clients can often license its own runbooks and scripts and leave regulated clients' tickets out.
Should I license MSP records before selling my MSP?
If a sale is likely in the next year or two, decide early. An acquirer will read any data license in diligence, and exclusivity terms matter: one buyer program requires 24 months of seller exclusivity. Licensing MSP-authored material before an LOI keeps the proceeds with you; after closing, the acquirer decides.
Sources
Vendor terms, the HIPAA definition, the Census file, GTIA's homepage and the Aventis article were read on their own pages on October 18, 2026. The ConnectWise agreement read is the revision dated September 30, 2024; later versions were not reviewed. Program terms were checked on October 15, 2026; our buyer directory lists the programs and links to their published terms.
- program terms, Regulr buyer directory
- Kaseya Master Agreement (updated Oct 7, 2025)
- Kaseya API License (updated Mar 1, 2026)
- Kaseya terms for Autotask PSA and Datto RMM (updated Nov 17, 2025)
- IT Glue Product Terms of Use (updated Mar 21, 2025)
- Halo Terms and Conditions (updated Mar 18, 2026)
- NinjaOne EULA (updated June 8, 2026)
- Hudu Terms (effective Mar 19, 2026)
- ConnectWise Master Agreement (revised Sept 30, 2024)
- 45 CFR 160.103, business associate definition (LII)
- Census, Statistics of US Businesses 2022, detailed sizes
- GTIA homepage
- Aventis Advisors, Who is buying MSPs? (Mar 22, 2026)
Brian Boesen · Founder, Regulr AI
Brian runs Regulr AI, which works for established businesses that want to license de-identified records to AI companies. He checks each program's published terms against its own pages and updates these guides when they change. Last updated October 18, 2026.
This page is general information, not legal advice, and Regulr is not a law firm. Rules vary by state, by profession and by contract, and they apply to your facts, not to a category. You approve exactly what is in scope before anything is shared.
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