SYS-RND
Using Technology Readiness Levels Without Pretending They Are Precise
Make readiness claims evidence-based, component-specific, and explicit about environment, integration, and remaining risk.
CHANNEL ARCHIVE / SYS-EVI
Tag: Evidence Informed Practice
SYS-EDT
Choosing an LMS by Workflow, Not Feature Count
Evaluate learning platforms against priority journeys, administrative reality, access conditions, and evidence needs.
SYS-RES
From Operational Question to Answerable Research Question
Convert a broad concern into a bounded question with a defined decision, population, comparison, outcome, and timeframe.
SYS-MAR
From STCW Table to Teachable Practice
Unpack competence tables into observable actions, conditions, evidence, and practice while preserving the governing standard.
SYS-ID
Start With the Performance Problem, Not the Course
Diagnose capability, opportunity, motivation, tools, and environment before prescribing instruction.
SYS-AI
Designing an AI Use Policy People Can Actually Follow
Turn broad principles into a short decision aid that tells people what data, tasks, review, and documentation are acceptable.