Learning & Development Marketplace Agent

Every employee on a path to mastery.

Map skills to roles. Curate personalized learning journeys. Track completion automatically. Turn your training catalog into career development that actually happens—without the administrative overhead.

85%
Training Completion Rate
60%
L&D Admin Time Saved
2.4x
Internal Mobility Increase
📚
Learning Path Curator
Sarah Chen • Senior → Staff Engineer
System Design Mastery 67% Complete
Fundamentals ✓ Distributed Systems ✓ ▸ Scale Patterns Case Studies
Technical Leadership 33% Complete
Leading Projects ✓ ▸ Mentoring Exec Communication
Recommendation: Based on your goal of Staff promotion, prioritize "Scale Patterns" this week. I've blocked 2 hours on Thursday for focused learning.

Training exists. Development doesn't happen.

You have courses. Employees have goals. Nothing connects the two.

  • Training catalogs with 500+ courses. Employees don't know where to start or what matters for their role.
  • Managers assign training reactively—after skill gaps cause problems, not before.
  • Completion rates hover around 30%. Courses started but never finished. No accountability.
  • Career development conversations happen once a year. Skills mapping is a spreadsheet nightmare.
  • L&D team spends 80% of time on administration: enrollment, tracking, reminders, reporting.
  • High performers leave because they don't see a growth path. "No development opportunities."

"We spent $2M on a learning platform. Usage dropped 70% after the first month. The content is great—nobody knows it exists."

— Chief Learning Officer, Fortune 500

A personal development coach. For everyone.

Deploy an AI coach that knows each employee's role, goals, and skill gaps—and builds a personalized path to get them where they want to go.

01

Skills-to-Role Mapping

Understands what skills each role requires, from entry level to executive. Maps employee's current capabilities against target roles to identify specific gaps worth closing.

02

Personalized Curation

Pulls the right courses from your catalog for each employee's specific gaps. No more "recommended for you" that recommends everything. Sequences learning in the order that builds on itself.

03

Accountability & Nudges

Tracks progress automatically. Sends smart reminders when momentum stalls. Celebrates completions. Keeps development happening without manual follow-up from L&D or managers.

From career goal to completed learning.

1

Set the Goal

Employee states their aspiration: promotion, role change, new skill. Agent understands the destination.

2

Map the Gap

Agent compares current skills (from HRIS, past training, manager input) against target role requirements.

3

Build the Path

Curates specific courses from your LMS in optimal sequence. Estimates time investment. Sets milestones.

4

Drive Completion

Sends reminders, blocks calendar time, celebrates wins. Adjusts path based on progress and feedback.

Development that happens. At scale.

Career Pathing

IC to Manager Transition

Your top engineer wants to become an engineering manager. They're technically brilliant but have never led people.

Agent Action

"Based on the EM role requirements, I've built a 6-month path: 'Difficult Conversations' (2 hrs), 'Performance Management Basics' (4 hrs), 'Delegation Workshop' (3 hrs), plus a mentorship pairing with your VP Eng. First module available now—want me to block time this week?"

→ 3 successful IC-to-manager promotions in Q1
Compliance Training

Mandatory Certifications

You have 2,000 employees who need annual security awareness training. Last year, 40% completed it on time.

Agent Action

"Security Awareness training is due in 21 days. I've identified 847 employees who haven't started. Sending personalized nudges with calendar blocks. Escalating to managers for employees with 0% progress after day 14. Would you like daily completion dashboards?"

→ 97% on-time completion vs 40% prior year
Upskilling Initiative

AI Literacy Program

Leadership wants everyone to understand AI basics—but "everyone" is 5,000 people across 50 roles with different starting points.

Agent Action

"Created 12 role-specific AI learning paths. Sales gets 'AI for Customer Engagement' (2 hrs). Engineering gets 'ML Fundamentals + Prompt Engineering' (8 hrs). Finance gets 'AI in Financial Analysis' (4 hrs). Each path maps to how AI actually applies to their daily work."

→ 78% completion in 6 weeks across all roles
Retention Strategy

High-Performer Development

Your top performers are getting recruiter calls weekly. They want growth. You need to show them a path.

Agent Action

"For your 150 'high potential' employees, I've created accelerated development paths aligned to their stated career goals. Each has a 12-month roadmap with quarterly skill milestones. Monthly progress reports sent to their managers with talking points for 1:1s."

→ 35% reduction in high-performer turnover

Everything L&D needs. Automated.

🗺️

Skills Taxonomy

Maintains your organization's skill framework. Maps skills to roles, levels, and career paths automatically.

📊

Gap Analysis

Compares employee's current skills against target role requirements. Prioritizes gaps by impact.

🎯

Path Generation

Builds personalized learning sequences from your catalog. Optimizes for time investment and skill building order.

📅

Calendar Integration

Blocks dedicated learning time. Works around meetings. Protects focus time for development.

🔔

Smart Nudges

Sends contextual reminders when progress stalls. Celebrates completions. Adjusts frequency based on response.

📈

Progress Tracking

Real-time visibility into course completion, skill acquisition, and path progress for individuals and teams.

👥

Manager Dashboards

Team development views for managers. Talking points for 1:1s. Early warning on stalled progress.

🎓

Certification Tracking

Monitors expiration dates. Triggers renewal paths automatically. Maintains compliance records.

💬

Interactive Exercises

Supports practice scenarios, quizzes, and reflection prompts. Reinforces learning through application.

Works with your existing learning stack.

Cornerstone OnDemand
SAP SuccessFactors Learning
Workday Learning
LinkedIn Learning
Udemy Business
Coursera for Business
Pluralsight
Absorb LMS
Docebo
Google Calendar
Outlook Calendar
Slack
Microsoft Teams
Workday HCM
BambooHR

Know exactly what you're deploying.

A clear charter, defined triggers, and agreed levels of human oversight—structured for enterprise deployment.

Agent Goal

Personalize employee development to accelerate skill growth and improve training ROI

Priority 1
Metrics
85% learning path completion rate
3x faster skill acquisition
40% higher training ROI
Input(s) & Output(s)

Inputs – Employee profiles, skills assessments, career goals, role requirements, course catalog, completion history

Outputs – Personalized learning paths, progress reports, nudge sequences, certification tracking, manager dashboards

Skills, Tools & Capabilities
  • Skills gap analysis and assessment
  • Personalized path generation
  • Progress tracking and reminders
  • Interactive exercise support
  • LMS integration and reporting
Decision Authority
Recommend courses from approved catalog
Schedule learning time on calendar
Send progress reminders and nudges
Enroll in paid external courses (manager approval)
Approve promotion readiness
Modify career level requirements
Fallback

Escalate to L&D team when: budget approval needed, certification requirements unclear, employee requests career coaching, compliance training deadlines at risk

📋

Full Job Description

Complete specification including skills taxonomy, path generation logic, nudge sequences, and LMS integration specs.

Download .docx

What's Inside the Full Job Description

  • ◈ Agent description & purpose
  • ◈ Regulation & compliance concerns
  • ◈ Example prompt inputs & outputs
  • ◈ Full capabilities list
  • ◈ Risks & guardrails
  • ◈ Permissions & access requirements
  • ◈ Secrets & credentials
  • ◈ Integration specifications

Customize with Weaver

Define your skills taxonomy, customize nudge frequency, and add role-specific learning paths for your organization.

Your agent. Your data. Your infrastructure.

🤖

Agent (One-Time)

Pay once. Own the asset. Full source code on Google ADK. Deploy, modify, extend.

🔒

Development Data Stays

Skills assessments, career goals, and learning progress never leave your environment.

🛡️

Annual Assurance

Security updates, model compatibility, and LMS connector maintenance. You own agents; you subscribe to safety.

🔧

Weaver Customization

Add custom skill frameworks, role-specific paths, and your organization's career ladders.

Turn training investment into actual development.

Deploy the Learning Path Curator on your infrastructure. Every employee gets a personal development coach. Your L&D team gets their time back.

Book a Demo