AI-Powered Competency Frameworks

Build Competency Matrices for IT Roles

Define a role, and AI generates the subjects, topics, and competency descriptions. Then edit, rearrange, and adjust everything to fit your team.

skillmatrix.gen
Knowledge Scope view showing subjects, topics, and competency levels

The Problem

Competency Matrices Are Necessary. Building Them Is Not Fun.

If you've ever tried to create one from scratch, you know these problems well.

It Takes Forever to Get Started

Researching what belongs, writing descriptions for every skill level, formatting... it can take days of focused work.

Keeping It Up to Date Is a Burden

Technologies change, roles evolve, team needs shift. Most teams let it go stale because updating is almost as hard as starting over.

No Clear Standard for Structure

What should a Senior React Developer know? How to define beginner vs advanced? Without a clear schema, teams guess and debate instead of building.

Features

What You Can Actually Do

Start with AI, Not a Blank Page

Type a role name — like Senior React Developer — and AI generates a complete set of subjects and topics. A structured starting point in seconds.

  • AI generates subjects, each with relevant topics
  • Competency descriptions across 3 levels
  • Regenerate any individual topic if it doesn’t fit
Create Matrix flow showing role input and generated subjects
Knowledge Scope view with drag-and-drop editing between competency levels

A UI Built for Editing, Not Just Viewing

Competency matrices are living documents. Click any competency to edit inline. Drag and drop between levels. Add, rename, or remove subjects and topics.

  • Inline editing — click any cell to change it
  • Drag-and-drop between competency levels
  • Sidebar for managing subjects and topics
  • Export to Excel when you’re done

Adjust Grades to Match Your Team

Not every company uses Junior/Middle/Senior. Define whatever grades make sense — the skill matrix adjusts accordingly.

  • Add or remove grade levels freely
  • Custom naming (J1, J2, M1, M2, S1...)
  • Grid view of topics vs. grades
  • Set expected competency level per grade
Skill Matrix grid showing topics vs. grades with level indicators
Assessment document exported as Excel spreadsheet with evaluation fields

Assessment Documents for Reviews

Use your competency matrix as the basis for structured assessments — 360 reviews, promotions, or candidate evaluation.

  • Generate from any completed matrix
  • Self-assessment and manager assessment fields
  • Gap analysis between current and expected levels
  • Useful for performance reviews and hiring

Pricing

Pricing Is Not Finalized Yet

The product is in early access. Create matrices and use AI generation for free. Pricing plans will come later — existing users will get fair notice.

Early Access

Free
  • Unlimited matrix creation
  • AI generation of subjects and topics
  • Competency descriptions across 3 levels
  • Drag-and-drop editing
  • Custom grade levels
  • Export to Excel
  • Assessment document generation

Feedback

What People Are Saying

Waiting for early users...

Waiting for early users...

Waiting for early users...

We're collecting feedback from early users. If you've tried SkillMatrix.gen, we'd love to hear from you.

Try It and See If It Saves You Time

Create your first competency matrix in a few minutes. No credit card, no commitment.