Training Data Boundary Review (Onboarding)

Training Data Boundary Review (Onboarding)

1. 01

   Inventory every data source the learning platform will ingest before the first course is published

   List HRIS exports, CRM records, support transcripts, and any client-owned content, then mark which fields are personal data versus operational data.

2. 02

   Map each source to the governance owner who defines its permitted use

   Forrester research published October 8, 2026 flags that governance teams define data rules while security teams enforce them, and the two often operate without a shared working model. Name both contacts in writing before configuration begins.

3. 03

   Confirm whether learner records stay inside the platform or sync back to the client's system of record

   Multi-tenant platforms such as Absorb LMS and LearnUpon support separate portals per audience, so decide at setup whether partner or customer cohorts share storage with employee cohorts.

4. 04

   Set a retention window for completion records, quiz attempts, and AI-generated course drafts

   Compliance training often carries a statutory retention floor; skill-development content usually does not. Write both numbers into the statement of work so the agency is not holding client data indefinitely by default.

5. 05

   Test the platform's export and deletion paths with a dummy learner before go-live

   A deletion request that takes three support tickets to fulfill is a delivery risk. Verify the path works on day one, not during an audit.

6. 06

   Document which AI features touch client data and where inference runs

   AI course builders in platforms like TalentLMS and Docebo generate drafts from uploaded documents. Record whether that processing happens in the vendor cloud or on local hardware, since local execution options such as the Nvidia-based Surface Laptop Ultra announced October 7, 2026 change the data-residency answer.

7. 07

   Get written sign-off from the client's security contact before importing the first learner file

   Store the approval alongside the data map so a later scope change can be traced to the version that was actually reviewed.