| Core product model | A competency framework and evaluation system centered on role expectations, levels, and employee development. | A skills intelligence platform centered on taxonomy, employee profiles, skills visibility, workforce decisions, and analytics. |
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| Matrix structure | Categories, progressive levels, and multiple observable requirements create a readable standard for a role or job family. | Skills and competencies are mapped to people, roles, teams, and required proficiency, then explored through matrices and visual analysis. |
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| Proficiency model | Progress can be evaluated requirement by requirement, showing exactly which expectations are met or still developing. | MuchSkills publicly describes a visual 3x3 grading model for skill proficiency and interest or willingness. |
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| Skills inventory and taxonomy | Organizations define focused matrices or start from curated role and industry templates. | A taxonomy-based model with access to a database MuchSkills describes as containing 70,000+ skills and certifications. |
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| AI-assisted setup | AI can generate a complete first matrix and refine categories, levels, descriptions, and expectations. | AI Role Builder recommends skills and proficiency levels for roles; AI also supports development plans, summaries, and other content. |
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| Assessment and validation | Manager evaluations and self-assessments review the detailed requirements attached to an employee and role. | Employees build and rate profiles, while managers or experts can validate skills, levels, certifications, and badges. |
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| Employee development | Requirements selected from an evaluation can become goal plan items with actions, ownership, dates, and progress. | Role-based gaps connect with development goals, AI-generated plans, learning resources, progress history, and internal mobility. |
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| Manager workflow | Structured one-to-one notes, feedback, reviews, goals, employee history, and AI support for better manager decisions. | Manager View and My Circle bring together direct reports, gaps, certifications, goals, development progress, and check-in context. |
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| Visualization and reporting | Readable matrices plus focused employee, team, role, category, level, goal, and progress reports. | A visualization-led experience with skill graphs, profile cards, distributions, organizational capability views, and advanced analytics. |
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| Resource and talent planning | Reports help managers understand team capability but do not provide project utilization or staffing workflows. | Team Builder, availability, utilization, internal recruitment, role fit, and CV Inventory support staffing and consulting operations. |
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| Certifications and compliance | Employee certification records include issuer, dates, credential ID, and verification links. | Certification validation, expiry alerts, historical audit trails, and compliance-ready reporting are available in the broader platform. |
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| Public sharing | A complete competency matrix can be published at a stable URL for teams, candidates, and employer branding. | MuchSkills supports public personal profiles and has offered shared team skills views, with the emphasis on people and workforce skills. |
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| Pricing and entry point | Free for up to 7 team members; paid plans currently start at $99 per month with online self-service access. | A free option is available; Starter is listed from €5 or $5.50 per member per month for up to 100 users, with required paid onboarding for paid plans. |
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