1) Start with your "learning reality," not the platform
- Who are your learners (age, devices, languages, accessibility needs)?
- Who are your admins (tech-savvy or not, how many hours/week can they dedicate)?
- What outcomes matter (completion, assessment scores, certifications, behavior change)?
- How often does content change (weekly, quarterly, annually)?
- What systems must connect (SSO, SIS, HRIS, CRM, payments, content libraries)?
2) The 12 LMS questions that expose the truth
Learner experience
- How many clicks does it take to resume a course from where a learner left off?
- Does it perform well on mobile and low-bandwidth connections?
- Can learners search content intelligently (by skill, level, topic, role)?
Admin experience
- Can admins build a course without a training session?
- Can you duplicate cohorts, automate enrollments, and manage exceptions easily?
- Are roles and permissions granular enough for your organization?
Reporting and insight
- Can reporting answer practical questions (drop-off points, cohort comparisons, intervention triggers)?
- Is data export clean and consistent, or is it "CSV chaos" that breaks every month?
Integrations
- What integrations are native vs "possible with custom work"?
- How does the platform handle SSO changes, API limits, and version updates?
Security and reliability
- What is the uptime history, incident handling process, and support for SLA?
- How are permissions, audit trails, backups, and data retention handled?
3) Watch out for demo traps
- Ask to see the platform with a messy, real course structure (modules, quizzes, prerequisites).
- Ask to see reporting for a cohort with mixed completion behavior.
- Ask to see admin workflows: enroll 200 users, apply rules, trigger certificates, export results.
4) The decision you'll face: configure vs customize vs build
- Choose a platform that covers 70-80% of your needs
- Build the remaining 20-30% as supporting services (analytics layer, integrations, automation, custom portals)
5) A simple way to shortlist in one meeting
- Learner UX
- Admin UX
- Reporting depth
- Integration readiness
- Security/compliance fit
- Scalability
- Total cost of ownership (not just licensing)






