Whether you are introducing an HR system for the first time, connecting an LMS to employee records or modernising an older platform, the success of the project depends heavily on something that happens before any software is configured: preparing your people data and processes.
Organisations that skip this step often discover problems after go-live — duplicate employees, reporting lines that do not make sense, reports nobody trusts. Fixing them then is slower and more disruptive.
Take stock of where your data lives
Employee information is rarely in one place. It may sit across payroll, spreadsheets, an older HR system, email and paper files. List each source, what it holds, who maintains it and how current it is. This inventory becomes the basis for deciding what the system of record will be.
Agree your definitions
Many data problems are really definition problems. Before migrating, agree how your organisation defines and structures:
- Organisational structure: divisions, departments, teams and cost centres.
- Positions versus job titles, and whether a position can exist without an incumbent.
- Reporting lines, including matrix or dotted-line relationships.
- Employment types: permanent, fixed-term, contractor, intern.
- Locations and how remote or hybrid staff are recorded.
Clean before you migrate
- 1Remove duplicates and records for people who have left.
- 2Fill gaps in mandatory fields such as start dates, positions and managers.
- 3Standardise formats for names, dates and identifiers.
- 4Validate a sample of records with managers or employees themselves.
- 5Decide which historical data genuinely needs to move, and which can be archived.
Simplify processes before automating them
New systems make it tempting to recreate every existing form and approval step digitally. Use the project as a chance to ask whether each step is still needed. Automating an unnecessary approval simply makes an unnecessary step faster.
Design access and privacy deliberately
People data is sensitive. Decide who should see which information — HR, managers, employees themselves — and design roles accordingly. Consider your obligations under the Protection of Personal Information Act (POPIA), including why each piece of information is collected, how long it is kept and who can access it. Involve your information officer or legal adviser early rather than at sign-off.
Assign ownership
Every important data field needs an owner responsible for keeping it accurate. Without this, data quality slowly degrades after launch and the new system loses the trust it was meant to build.