Development Plan

Personalized growth plans for every employee

The Problem

Development plans are generic checklists disconnected from real career goals. Managers spend hours building plans that sit in a drawer. Employees don't know what to work on, which learning resources matter, or how development connects to their next role. HR has no visibility into whether plans are working.

The Solution

An AI agent that builds targeted development plans by analyzing the gap between where an employee is and where they want to go – then maps that gap to specific learning content, on-the-job experiences, stretch projects, and internal mentors who have walked the same path.

Analyzing current skills vs target role Knowledge Graph
Identifying skill gaps and priorities Retrieval & Embedding
Matching learning content to gaps Intelligent Tools
Finding mentors and stretch assignments Personalization Engine
Building adaptive timeline with milestones Business Logic Engine
Development Plan Agent Interactive Demo
ACTIVE
Workforce Context Engine
Knowledge Graph

2.4M skill nodes and 18.7M relationships mapping people, jobs, and skills across your organization.

Retrieval & Embedding

Vector-based semantic search finds the right people through meaning, not keywords.

Intelligent Tools

14 specialized tools for matching, predicting, and acting on workforce data.

Personalization Engine

Connects people to roles, learning, and mentors based on skills and goals.

Business Logic Engine

Policy enforcement, approval workflows, and audit trails for every AI action.

Measurable Impact

82% Development plan completion rate
2.4x Faster skill acquisition
61% More internal promotions
FAQ

Common questions

How does the agent create a personalized development plan?

It analyzes the gap between where an employee is and where they want to go, then maps that gap to specific learning content, stretch projects, mentors, and on-the-job experiences available in your organization right now.

Can it track whether employees are following through on their plans?

Yes. The agent monitors progress across all plan activities – course completion, mentor meetings, project milestones. If someone falls behind, it rebalances the timeline and suggests alternatives.

How does it pick the right mentor for each employee?

It matches on career path similarity, skill overlap, mentoring track record, availability, and feedback ratings. The system knows who successfully made the same transition the employee is targeting.

What if the recommended learning content is not available in our LMS?

The agent works with whatever learning ecosystem you have. It can recommend internal courses, external certifications, stretch assignments, job shadows, and experiential learning. Development is not limited to formal training.

How does this improve plan completion rates?

Traditional development plans have 20-30% completion rates because they are created once and forgotten. The agent sends reminders, tracks progress, adapts timelines, and keeps the plan relevant as the employee evolves.

Turn potential into progress

See how the Development Plan Agent creates personalized growth journeys that actually get completed.