How I work step by step
How I take a learning project from a request to results that show up in the work.
Analyze
I start with the business problem, not the content. I talk to stakeholders and experts, run a training needs analysis and define what people should do differently.
Training needs analysisStakeholder interviewsDesign
I set measurable objectives and pick the right format: a course, practice, a job aid — or no training at all if it won’t solve the problem.
ADDIEBloom’s taxonomyDevelop
I build interactive e-learning with scenarios, branching and practice, and use AI to speed up drafting, editing and quality checks.
E-learningSCORM / xAPIAI-assisted authoringLaunch
I test with real learners, remove friction, publish to the LMS and support the rollout together with the business.
PilotQALMSEvaluate
I measure more than completion: reaction, learning, behavior and business results. Then I use the data to improve the next version.
Kirkpatrick modelLearning analytics
AI in learning how I use it
AI practice trainers
Learners practice conversations and decisions with an AI that gives instant, personal feedback.
Knowledge assistants
RAG assistants answer questions from internal documents, so people get help in the flow of work.
Faster production
Custom tools automate routine work: course authoring templates, longread drafts, SCORM package checks.