Glossary
- 01
What is an LMS? A complete guide for L&D and training teams
Discover what a Learning Management System (LMS) is, its core features, and how AI-driven proctoring and outcome-tracking are reshaping L&D in the AI-Era.
- 02
What is an LXP? A practical guide for modern L&D teams
A Learning Experience Platform (LXP) is software built around the learner — discovery, engagement, and outcomes — rather than the administrator. Here's what an LXP actually does, who needs one, and how it differs from a traditional LMS.
- 03
LMS vs LXP — what's the actual difference, and which one do you need?
LMS or LXP? The categories were once distinct, but most modern platforms now do both. A practical comparison — capability by capability, with a decision framework — for L&D teams, coaching institutes, and training academies.
- 04
What is an LCMS - and how is it different from an LMS?
A Learning Content Management System (LCMS) is software for authoring, managing, and reusing learning content at scale. What it does, how it differs from an LMS, and which organisations actually benefit from one.
- 05
What is microlearning - and when does it actually work?
Microlearning is a learning approach built around short, focused units — typically 3 to 10 minutes — that each teach a single concept. What it actually looks like, when it genuinely works, when it falls short, and how to evaluate microlearning capability when buying a platform.
- 06
What is KPI-driven learning - and why "completion rate" doesn't count?
KPI-driven learning anchors every L&D program to a measurable business metric — and judges success by whether the metric moved, not by how many learners completed the training. The shift from activity measurement to outcome measurement, when it works, and how to evaluate platforms that claim to support it.
- 07
What is SCORM - and does it still matter?
SCORM is the technical standard that lets online learning content run inside any compliant LMS. What it does, why it's still everywhere despite being decades old, where it falls short, and whether you should still build SCORM content today.
- 08
What is xAPI - and how is it different from SCORM?
xAPI is the modern learning standard that tracks any learning experience across any system, device, or context — not just courses inside an LMS. What it does, where it wins, where it's more complex than it looks, and how to decide between xAPI and SCORM for new content.
- 09
Synchronous vs asynchronous learning - what's the actual tradeoff?
Synchronous learning happens in real time with shared participation; asynchronous happens at the learner's own pace. Each does something the other cannot. A practical guide to when each format works, what each does well, and how to evaluate platforms that support the blend.
- 10
What is AI proctoring - and what does it actually catch?
AI proctoring uses computer vision, voice analysis, and behavioural monitoring to verify integrity during online assessments. What it actually monitors, where it works, where it's genuinely difficult, and what questions buyers should be asking vendors today.
- 11
What are caselets - and why are they the most AI-resistant assessment format?
A caselet is a short, scenario-based assessment that tests how a candidate thinks rather than what they know. The defining alternative to multiple-choice testing - and the most AI-resistant assessment format available today. What caselets are, where they work, why they hold up against AI tools, and how to evaluate them when buying.
- 12
What is an ATS - and what's a "lite ATS"?
An Applicant Tracking System (ATS) is the system of record for hiring — collecting applications, organising candidates, managing the funnel, and producing the reporting that hiring teams run on. A "lite ATS" is a slimmer version bundled inside a broader hiring platform. What each is, when each makes sense, and how to evaluate the right fit for your hiring volume and complexity.
- 13
What is résumé parsing - and where does it actually fail?
Résumé parsing is the automated extraction of structured data from a résumé document — turning unstructured text into machine-readable fields that an ATS, matching system, or hiring platform can work with. What it actually does, where it works well, where it systematically fails - particularly on Indian résumés - and what questions to ask vendors before relying on it.
- 14
Aptitude tests vs psychometric tests vs behavioural assessments - what's the actual difference?
Aptitude, psychometric, and behavioural assessments get used interchangeably in everyday HR conversation, but they describe different things and answer different hiring questions. A clean disambiguation — what each one actually measures, where each genuinely fits, and how to evaluate instruments across all three categories.
- 15
What is a hiring funnel - and where do most teams lose candidates?
A hiring funnel is the structured sequence of stages candidates move through from application to hire - and the mental model that lets hiring teams measure where candidates enter, where they exit, and where the real bottlenecks live. What a hiring funnel actually looks like, where most teams lose candidates, how to measure one, and how to evaluate funnel infrastructure when buying.
- 16
What is a careers page - and what makes one actually work?
A careers page is the candidate-facing surface where an organisation lists open roles, communicates what it's like to work there, and accepts applications. It sits at the top of nearly every hiring funnel that exists — what makes one actually work, where most fail, and how to evaluate careers page infrastructure when building or buying it.
- 17
What is candidate experience - and how do you measure it?
Candidate experience is the cumulative impression candidates form of an organisation through every hiring interaction — from job posting to application to decision to onboarding. Why it matters more than most teams measure, what it actually includes, where it commonly fails, and how to measure and improve it across the hiring journey.