Field notes on AI-powered training, retention science, compliance, and building L&D programs that measure mastery — not minutes.
GeneralDecember 22, 2025
This article outlines a staged approach to LMS QA testing after course migration: inventory and risk assessment, deterministic and exploratory functional checks, SCORM validation, UX and accessibility audits, performance and integration tests, and a balance of automation with risk-based sampling. It includes checklists, SCORM testing steps, and governance best practices.
AiFebruary 4, 2026
Human-in-the-loop feedback combines machine speed with human judgment to keep AI assessments accurate, fair, and traceable. The article explains sampling, escalation, and continuous-training models, governance metrics, a reviewer checklist, and scaling pain points. Start with a 90-day pilot: set KPIs, calibrate reviewers, and capture corrections for retraining.
GeneralDecember 14, 2025
This article explains how to tackle employee engagement issues using targeted diagnosis, short pilots, and paired measurement. It presents low-cost programs (micro-recognition, skill-swaps, no-meeting blocks), a four-step framework—diagnose, pilot, measure, scale—and practical tips for sustaining gains through governance and manager enablement.
GeneralDecember 22, 2025
Microlearning within an LMS delivers higher engagement and 20–60% improved retention by converting content into 3–7 minute modules, spaced and sequenced for retrieval practice. Follow strict design rules (single objective, active practice) and use mobile push, playlists, and role-based sequencing. Measure both learning metrics and business KPIs with short A/B tests to prove impact.
LmsDecember 23, 2025
This article outlines a practical framework to improve LMS search and discovery to increase enrollments. It covers taxonomy design, a semi-automated tagging strategy, UX patterns for conversion, and measurable KPIs. Follow the 30–90 day audit and iteration loop to reduce zero-result queries and lift search-to-enroll conversion.
GeneralDecember 14, 2025
This article explains how to treat succession planning small business as an operational priority with actionable succession plan steps. It outlines role inventory, competency mapping, successor development, documentation, and testing. Follow the 30–90 day checklist, use simple templates, and run quarterly reviews to preserve talent continuity and reduce downtime.
L&DFebruary 5, 2026
Predictive L&D budgeting uses historical and engagement data to forecast program outcomes, ROI, and risk ranges so teams can prioritize AI investments. Start with clean inputs, simple regressions and a 3-month pilot, then embed forecast bands into quarterly planning with governance, backtests, and sensitivity analysis for conditional budget approvals.
Business Strategy&Lms TechJanuary 26, 2026
In 2026 LMS implementation trends center on AI-driven personalization, microlearning, xAPI interoperability, analytics-led adaptive learning, and decentralized social models. Successful rollouts pair these technologies with pragmatic change models, governance, and pilots that measure time-to-performance. Start with focused 90-day pilots tied to business KPIs.
L&DDecember 14, 2025
This article identifies seven common LMS integration problems—HRIS sync, SSO, APIs, catalog metadata, reporting, governance and people/process—and provides practical fixes. It covers data mapping, automated provisioning, idempotent APIs, taxonomy governance, event-driven reporting, and admin training. Start with a 30-day pilot to validate syncs, SSO and reporting outputs.