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Industry blueprint
Education & Workforce Enablement services
Learner-centric copilots, credentialing platforms, and HR automation for schools, edtechs, and enterprise L&D teams.
01
Adaptive Learning & Tutoring
Generate lesson plans and assessments aligned to curriculum.
- Generate lesson plans and assessments aligned to curriculum.
- Provide multilingual tutoring with guardrails for accuracy.
- Track mastery progression and recommend remediation paths.
- Convert static PDFs or lectures into interactive modules automatically.
02
Institution & L&D Operations
Automate admissions triage, counseling notes, and financial aid summaries.
- Automate admissions triage, counseling notes, and financial aid summaries.
- Summarize faculty feedback, surveys, and accreditation evidence.
- Coordinate apprenticeships, internships, and cohort scheduling.
- Deliver exec dashboards on enrollment, retention, and placement KPIs.
03
Talent & Skills Cloud
Map job architectures to competency frameworks with AI.
- Map job architectures to competency frameworks with AI.
- Recommend learning journeys tied to performance data.
- Automate certification, badging, and CE tracking for regulated industries.
- Build internal marketplaces for gigs, mentors, and mobility.
04
Community & Support Automation
Operate student success centers with 24/7 chat plus voice.
- Operate student success centers with 24/7 chat plus voice.
- Detect early attrition risk from LMS, SIS, and attendance signals.
- Coordinate mental-health and wellness referrals discreetly.
- Publish alumni engagement and donor intelligence packs automatically.
Next step
Spin up a pilot in this industry
We pair discovery sprints with architecture assets so you can validate impact, plug guardrails into your stack, and brief stakeholders fast.