THE ORIGIN BLOG

Could your implementation history be licensed for AI?

Explore the records behind software implementations and migrations: mapping decisions, exceptions, validation, and handover. Start with a company-level description.

THE SHORT ANSWER

Software implementation and migration histories are record categories a company can describe when exploring AI-data licensing. Start with the decisions and checks your team retained, who created them, and what belongs to a customer. A project archive alone does not establish buyer interest or permission to license it.

  • Describe how the team reached an outcome, not just how many projects it completed.
  • Treat your team's procedures, customer materials, and third-party configurations as separate categories.
  • Begin with a description; keep project files and customer records in your systems.

What is implementation history?

Think of the work between a customer's requirement and a system that is ready to use: discovery notes, configuration decisions, migration rules, exception handling, test results, and a handover. A completed project may leave some of those records, all of them, or only the final checklist.

Microsoft's go-live guidance distinguishes solution scope, acceptance, testing, migration validation, and support readiness. Those are useful prompts for an internal inventory. The guidance describes implementation practice; it does not establish demand for licensing any company's project records.

Source: Microsoft Learn: implementation go-live checklist

A migration example, without the customer database

Consider a fictional software vendor that moves a customer from an older product version. Two source fields represent the same status differently. The team documents a mapping rule, discovers an exception, chooses a correction, tests it, and updates the handover note. No real customer, project, or licensing result is represented here.

An initial description could be: “We retain migration decision notes and validation summaries across several product versions. Some issue-to-test links survive; earlier customer attachments have not been reviewed.” That is enough to frame questions about the history. It is not a request to copy the source data.

Record categoryContext to identifyKeep separate
Mapping decisionsWhich product versions and assumptions the rule coveredCustomer tables, schemas and sample values
Exception logThe problem, considered options and chosen responseScreenshots, personal information and credentials
Validation summaryWhat was checked, against which version, and what remained openRaw exports and customer test environments
Handover historyWhat changed in the procedure after the projectContractual acceptance and client correspondence

Which connections make the history understandable?

Ask whether a reviewer inside your company can follow one exception from discovery to a decision, a check, and a final note. Identify a responsible team and approximate retained dates for each category. Record an unknown instead of reconstructing a missing decision from memory.

A reused template and the completed project records are different assets. An internal checklist can show the method; a completed checklist may add client-specific evidence. Describe both without assuming they have the same permissions. Use the workflow map to record that distinction.

What needs review before a scope is proposed?

Start by separating company-authored methods from customer inputs, contractor work, licensed templates, and vendor documentation. Software access does not by itself answer who can authorize a new use of every item stored there.

The U.S. Copyright Office distinguishes original expression from facts, ideas and methods. A rights review therefore needs the actual material and agreements, not just the name of the folder. Ask the people responsible for contracts and privacy which categories need review; identifying or excluding one category does not clear the rest.

Source: U.S. Copyright Office: what copyright protects

Start with one project type

Choose a repeatable implementation your delivery lead understands. Write down the stages, the approximate history retained, and one known gap. Distinguish a description of the records from the records themselves. Do not put client names, database samples, credentials, or private links into an initial inquiry.

Then use the Company Licensing Brief to explain the business and the question you want to resolve. Origin can discuss that overview. Any proposed recipient, record access, or licensing terms would require separate review and decisions.

Common questions

Can we explore this if we no longer have the original migration files?

Yes, you can describe the notes and validation history that remain, including the missing files. Whether that retained scope is relevant would need a separate evaluation; do not claim a complete project history.

Does using an implementation platform make its records ours to license?

That conclusion does not follow from using the platform. Identify who created the material, what was supplied by customers or third parties, and which agreements govern a proposed use.

Should we prepare an export before contacting Origin?

No. Begin with company details, record categories, approximate history and open questions. Keep the underlying files in your own systems.

Sources and further reading

START WITH YOUR COMPANY

Explore what your
business already has.

Tell us about your business. We’ll discuss relevant records and potential licensing opportunities. No files required.