Education · persona
Corporate L&D Function
Internal corporate L&D team supporting 500-50,000 employees. Compliance training + skills development + onboarding + leadership development.
A day in the life
What the next Tuesday looks like
A 5,000-employee company's L&D team of 8 manages annual compliance (anti-harassment, security, ethics, required completion 100%), role-specific skills training, leadership development, and continuous onboarding. Tracking, reminding, certifying, and reporting consume most of the team's hours.
The AI Operating Layer handles tracking and engagement. Annual compliance training automatically assigns + reminds + escalates non-completers + reports out. New hires get personalized onboarding learning paths. Skills training recommendations surface based on role + tenure + recent project context. Manager reports on team learning health are auto-generated.
The corporate l&d function playbook
The automations that matter most
Out of the full Education catalog, these are the ones a corporate l&d function should run first.
Compliance training cycle orchestrator
Corporate L&D
Annual compliance auto-assigned, reminded on personalized cadence, escalated through manager + executive levels, certified, reported.
Personalized onboarding learning path
Corporate L&D
New hires get role-specific learning paths drafted from job description + manager recommendations + tenure-based progression.
Skills recommendation engine
Corporate L&D
Recommends learning content per employee based on role + tenure + recent project + career goals.
Manager learning health report
Corporate L&D
Per-manager monthly report on team training health (compliance, skills development, completion rates).
Course content quality monitor
Corporate L&D
Monitors course completion + assessment scores + learner feedback; surfaces underperforming content for L&D review.
In the wild
How this actually plays out
Compliance training cycle orchestration is the workflow that gets a 5,000-person company to 100% completion without an L&D team driving deadlines manually.
The AI workflow: at start of compliance cycle, all employees auto-assigned. Personalized reminders sent based on completion status (gentle at week 6, firmer at week 4, escalation at week 2 with manager copy, executive escalation at deadline). Completion certificates auto-generated. Compliance reporting auto-assembled for legal + HR + auditors.
A 5,000-employee company typically improves compliance completion from 87% to 99%+ while reducing L&D time on tracking by 80%.
Get my institution's automation map
Tell us your institution type (K-12 / higher ed / corporate L&D / tutoring), enrollment / employee count, and the workflow that costs the most educator time. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.