$ browse --ai_training="every_role"
AIducation trains people on the AI workflows they actually need at work: simulations, tool missions, rubric-based grading, readiness scores, and evidence leaders can inspect.
15 role academies on one readiness engine
// Role_academies
Support is the first commercial wedge. The same skill atoms, scenarios, rubric contracts, missions, and manager evidence extend across the workforce.
Revenue and customer teams
AI training for support teams
Practice customer conversations, verification, refund judgment, escalation, and policy-safe AI replies before agents use AI in live queues.
AI training for sales teams
Practice prospect research, outreach, discovery, CRM updates, negotiation prep, and follow-up workflows with AI coaching and sales-specific rubrics.
AI training for marketing teams
Practice copy, content, campaigns, SEO, creative testing, brand review, and AI-assisted marketing workflows with measurable quality evidence.
AI training for small businesses
Practice practical AI workflows for marketing, sales, operations, customer service, finance, and owner productivity without needing a full LMS.
Internal operations
AI training for HR teams
Practice policy communication, recruiting workflows, performance review support, employee questions, and people analytics with privacy-aware AI rubrics.
AI training for finance teams
Practice AI-assisted analysis, forecasting, expense review, variance commentary, reporting, and spreadsheet workflows with calculation checks.
AI training for operations teams
Practice workflow automation, SOP generation, reporting, process analysis, and AI-assisted operating rhythms with role-specific quality checks.
AI training for executives
Practice AI strategy, governance, rollout decisions, risk tradeoffs, operating model design, and ROI review for organization-wide adoption.
Product and technical teams
AI training for engineering teams
Practice coding-agent use, code review, debugging, architecture critique, test generation, and verification habits with engineering-grade rubrics.
AI training for product managers
Practice PRDs, research synthesis, roadmap planning, experiment design, launch review, and AI product risk assessment.
AI training for legal teams
Practice contract review, research support, redlining, risk summaries, privilege-aware workflows, and legal AI verification habits.
Education and public-service teams
AI training for students
Practice AI literacy, research, writing support, study workflows, productivity, and academic integrity through hands-on missions.
AI training for teachers
Practice lesson planning, rubric creation, tutoring support, grading assistance, curriculum design, and student AI policy guidance.
AI training for government teams
Practice AI procurement, citizen service, policy communication, document workflows, and responsible public-sector AI use.
AI training for healthcare admin teams
Practice documentation support, patient communications, compliance-aware workflows, scheduling, and operational reporting with privacy-first AI training.
// Shared_readiness_primitives
Every role academy is built from the same platform model, so companies can compare readiness across departments without turning each team into a one-off training project.
Skill_Atom
The smallest trainable AI capability, such as verifying before promising a refund or citing a source before summarizing research.
Scenario
A realistic workplace situation that lets a learner practice a role-specific AI workflow before using it on live work.
Rubric_Contract
A versioned scoring standard that defines how accuracy, safety, clarity, judgment, and evidence are graded.
Mission
A guided practice loop that combines scenarios, tool use, feedback, and repeatable proof of improvement.
Learning_Path
A sequence of missions mapped to a role, team, maturity level, and approved AI tool catalog.
Assessment
A baseline or exit evaluation that measures readiness, routes coaching, and gates credential evidence.
Credential
A badge, certificate, readiness score, or evidence trail that proves what someone can safely do with AI.
Manager_Report
A team-level coaching artifact that turns learner attempts, results, credentials, and weak dimensions into next actions.
Org_Readiness_Dashboard
A company-level AI capability, policy, risk, workflow improvement, credential coverage, and ROI map.