Business semantics
Translate field evidence into objects, metrics and tool contracts.
AIelsen / FDE ACADEMY
Practical FDE
engineering & delivery
Structured training for product-side FDEs
Follow a synthetic enterprise engagement across twelve weeks. Adapt an existing agent product through business modeling, data integration, tools, evaluation, operations and acceptance.
Open lessons and engineering assignments · No account required · Evidence-based review
Data adapters → business semantics → agent tools → controlled actions
Explore 24 teaching boards ↗12weekly modules100Chinese teaching sections4competency dimensions2agent stages: advice / action
THE TRAINING ENGAGEMENT
One engagement, end to end
Start from an existing product, identify field gaps and deliver tenant extensions plus product feedback.
Four delivery phases
W01–03Scope and semantics
Qualification, discovery, metrics and scope
W04–06Data and advisory agent
Adapters, ontology, tools and data boundaries
W07–09Actions and production
Evaluation, controlled actions and operations
W10–12Acceptance and product feedback
Attribution, retrospective, assets and defense
SYNTHETIC ENGAGEMENT
Retail member operations agent
The business wants better retention, CRM and POS identities disagree, operators distrust segments and IT needs clear controls. Deliver defensible advice before enabling actions.
FINAL SUBMISSION
Adapters, ontology and metrics, tools, model traces, evaluations, runbook, acceptance analysis and product feedback.
Read the defense criteria ↗FDE COMPETENCIES
Four dimensions of one delivery
Engineering depth
Data adaptation, models, tools, permissions, evaluation and operations.
Field delivery and commercial judgment
Qualify projects, define scope, manage change and defend outcomes.
Cross-functional delivery and productization
Coordinate specialists and separate tenant work from reusable product capability.
TECHNICAL DEEP DIVES
Deep dives: semantics and production
Move from concepts to contracts, interfaces, failures, tests and review.
STUDY AND IMPLEMENTATION
Course materials and engineering practice
Lessons explain methods, the code kit tests mechanisms and assignments require implementation. The resources page lists what exists and what you must build.