Industry · IT managed services
IT managed services data licensing for AI.
Quick answer
Managed service providers resolve thousands of IT tickets across many client environments, with steps, fixes and outcomes recorded. That makes their histories useful for AI that troubleshoots and automates IT work.
Business context#
Much ticket content concerns client systems, so client contracts decide what can be used. Your own runbooks and anonymized resolution patterns are common starting points.
Valuable it managed services datasets#
| Dataset | What it contains |
|---|---|
| Service tickets | Incidents and requests with fixes |
| Runbooks | Step-by-step procedures |
| Change records | Planned changes and outcomes |
| Monitoring alerts | Alerts linked to responses |
How AI developers use it#
- IT support agents
- Troubleshooting assistants
- Ticket routing
Privacy, legal and security considerations#
- Client contract terms
- Hostnames, credentials and IPs in tickets
- Security-sensitive details
How SourceX approaches it#
We start with a description of your systems — no data leaves your company during assessment. If there's relevant demand, we propose scope, permitted use and preparation requirements for your approval, and nothing is delivered without an executed agreement and your explicit authorization.
Related data categories
Systems that hold this data#
- Zendesk
- Intercom
- Freshdesk
- Salesforce Service Cloud
- Confluence
- Notion
- SharePoint
- LMS platforms
- Jira
- Linear
- GitHub
- ServiceNow
- Asana
How much data is enough#
As a general guide, buyers look for years of consistent history (typically 2+ years) and tens of thousands of records or more in one system. Smaller sets can qualify when the work is rare. Assessed deal by deal.
Sample record
Illustrative · fictional
- record_id
- rec_8f21c0
- created / closed
- 2023-04-11 → 2023-04-12
- category
- Billing question
- request
- Customer [NAME] asks why invoice [ID] was charged twice.
- steps
- 1. Checked payment log 2. Found duplicate 3. Issued refund
- outcome
- Resolved · refund issued
- actors
- customer, agent_tier1
Rules that may apply
Federal Wiretap Act 18 U.S.C. 2511
Applies to recorded calls and intercepted communications; some states require all-party consent. Assessed deal by deal.
California Consumer Privacy Act Cal. Civ. Code 1798.100 et seq.
May apply where records include personal information of California residents and the business meets the law's thresholds. Assessed deal by deal.
Reviewer note: applicability is confirmed with counsel for each deal. Not legal advice.
All industries · Software development agencies · Architecture firms · Claims administration
Frequently asked questions
Can an MSP license client ticket data?
Only where client contracts allow it, with client identifiers and system details removed.
Is this legal advice?
No. It is general information; your counsel should review your deal.
Related resources
- IndustryBPO & contact centers data
- IndustryClaims administration data
- QuestionDo AI labs buy video of people working?
- InsightCan property management companies sell their data to AI companies?
- InsightCan e-commerce brands sell their data to AI companies?
- InsightCan call centers and BPOs sell their data to AI companies?
- SolutionTurn the data your company already creates into a licensing asset
- SolutionOperational data: the step-by-step record of how work gets done
- DataOperations data
- DataRenewal workflow records
- GlossaryEnterprise data
- GlossaryOperational data
See if your company qualifies
A short company assessment. No data uploads are needed.