Example scenario. At 9 a.m. a learning manager receives two requests. Auditors need a list of expired certificates. A store manager wants to rehearse a difficult feedback conversation. Both use the same portal. What should each person be able to do during a platform trial?
Why platform selection belongs alongside skills planning
An LMS typically focuses on assignments, assessments, certificates and records. An LXP focuses on discovery and relevant development opportunities. Product capabilities can overlap. Employers surveyed by the World Economic Forum expect demand for AI, big data and cybersecurity skills to rise. Include skill development scenarios in your evaluation.
A workplace example
A retail chain needs assignment and completion records for safety training. A new store manager needs relevant content, conversation practice and feedback on their approach. Ask one demo participant to complete both journeys.
Start with two jobs the platform must do
On Monday morning an administrator is preparing an audit report. At the same time, a store manager needs to rehearse a difficult conversation scheduled for that afternoon. The administrator needs reliable evidence of completion. The manager needs a relevant practice opportunity quickly. Both can use one platform while judging success differently.
In the World Economic Forum’s 2025 report, employers expect 39% of workers’ existing skill sets, on average, to change or become outdated between 2025 and 2030. This is an employer expectation, with implications for planning rather than a forecast of return on a platform purchase.
The OECD’s 2025 report, based on the 2023 Survey of Adult Skills, identifies lack of time due to work and family commitments as a major barrier to adult learning. Turn this finding into a demo task. Can an employee with limited time find and open relevant content on their own device?
Comparing the two approaches
| Need | LMS-oriented approach | LXP-oriented approach |
|---|---|---|
| Mandatory learning | Role-based assignment and deadlines | Explanatory content when questions arise |
| Skills development | Plans, assessment and progress records | Discovery and recommendations |
| Success measure | Complete, traceable records | Ability to find the next development step |
- Choose two user journeys
- Use the same sample data
- Complete tasks in the demo
- Score the journeys separately
Three questions for a demonstration
- What record and reminder process applies when someone misses mandatory training?
- Can employees find useful content for a skill without an administrator’s help?
- How does a learning team turn a record into a follow-up action?
Put the outcomes on a scorecard. Weight record quality more heavily if auditability is critical. If skills development is the priority, observe how people find a scenario, complete it and act on feedback. Repeating the same tasks across platforms makes the comparison more useful than reviewing feature lists.
Build a scorecard for the pilot
A selection committee can mark each requirement as essential, important or optional. Exporting certificate history may be essential for an audit, while surfacing recommendations quickly may matter for development. Keep both dimensions visible in the scorecard. A strong discovery screen does not resolve a missing audit record.
Limit the pilot to one store. Have the administrator create an assignment, the manager find the team’s progress and the employee complete a learning task. Record where they need help or encounter friction. The same test shows how a demonstrated feature performs in everyday work.
Turn features into a decision rule
Write an acceptance condition for each requirement. Replace “includes reporting” with a task such as “the regional manager can find overdue assignments for their stores”. For discovery, ask an employee to find a recommendation and explain why it fits their need. If the task stalls even though the feature exists, record whether access, permissions or navigation caused the problem.
At the final review, decide which workflows must move on day one and which can be piloted with a smaller team. Access to historic records may be a migration requirement. Role-based development can start with one department. A useful feature does not need to be introduced on the same day as every other feature.
How to apply it with COBIDU
In COBIDU Platform, assign mandatory training and verify the assessment and certificate records. In the second journey, choose relevant COBIDU Library content, run a conversation in AI Simulation and review the development recommendations. Evaluate how easily the administrator retrieves the records and whether the learner can find the next step independently.
If the current platform handles essential work but content is limited, the next question is whether you can expand the catalogue within that LMS.
