Field notes on AI-powered training, retention science, compliance, and building L&D programs that measure mastery — not minutes.
Business Strategy&Lms TechJanuary 25, 2026
This article outlines how to use AI to predict training content expiry and auto-set training expiry by combining usage, assessment decay, incident trends, content metadata, and external signals. It presents model features, architecture, a practical 8–12 week POC plan, and monitoring/governance practices to maintain accuracy, privacy, and stakeholder trust.
Talent & DevelopmentDecember 23, 2025
This article curates six marketing talent transformation case studies across industries, extracting measurable outcomes, common enablers, and transferable tactics. Executives get a compact playbook — define competencies, run 90-day pilots, attach authority to certification, and measure revenue-linked KPIs — to replicate upskilling success and validate training ROI.
Psychology & Behavioral ScienceJanuary 12, 2026
Practical procurement guide to finding and evaluating CQ training vendors. Includes a vetted shortlist of eight providers, an RFP checklist, negotiation levers, demo questions, and a 90‑day pilot blueprint with measurable success metrics to validate curiosity leadership programs. Use the scoring rubric to shortlist and run an evidence-based pilot.
Business Strategy&Lms TechJanuary 25, 2026
This article provides a practical framework to safely convert regulated SOPs into visuals, covering legal triage (HIPAA, FDA, aviation), data handling, model governance, audit trails, and remediation steps. It recommends layered controls—redaction, human review, immutable logs—and a compliance checklist to pilot low-risk SOPs before scaling.
Business Strategy&Lms TechJanuary 28, 2026
Decision makers should pilot AI-driven adaptive learning, real-time accessibility remediation, explainable AI, privacy-first design, and cross-cultural language models to future-proof onboarding. The article outlines policy, budget, and org-design implications, recommends 90-day pilots, governance forums, and SLAs to measure retention, time-to-role, and compliance.
AiJanuary 28, 2026
Organizations must make AI compliance training mandatory to meet algorithmic accountability, transparency, and data protection obligations. This article maps global AI regulations, shows how to translate legal mandates into role-based learning objectives, and provides templates for policies, recordkeeping, vendor clauses, and an audit-ready evidence store to run a 90-day pilot.
HR & People Analytics InsightsJanuary 6, 2026
This article reviews cross-sector LMS engagement case studies showing that converting learning logs into predictive signals can reduce voluntary turnover. It explains detection methods, interventions that produced 5–11 percentage-point retention lifts, ROI examples, and provides an 8–12 week pilot template to validate signals in your organization.
AiJanuary 25, 2026
Practical 8-step checklist and 90-day implementation plan to set up an AI ethics board at your university. Covers defining remit, diverse membership, charter/bylaws, tiered review workflows, IRB/legal integration, escalation mechanisms, funding, and transparency templates. Includes SLAs, intake templates, and a sample charter to operationalize governance quickly.
Business Strategy&Lms TechJanuary 21, 2026
This article explains a practical framework for training vendor selection that prioritizes hiring outcomes. It lists objective vendor selection criteria, an RFP template, and a 30/60/90 pilot plan to measure effects on time-to-productivity and first-year retention. Use the scoring checklist and milestone-based contracts to de-risk purchases and prove hiring impact.