What skills does the analyzer measure?

Four practical AI competencies: prompt writing, tool selection and use, workflow automation, and critical evaluation of AI output. These cover the day-to-day skills that determine how much leverage a team gets from AI.

What is a single point of knowledge?

It is a skill where only one team member scores highly. That person becomes a bus-factor risk — if they leave or are unavailable, the team's capability in that area collapses. The analyzer flags these so you can spread the knowledge.

How are training priorities ranked?

Priorities are ranked by the lowest team-average skills first, then by single points of knowledge. Fixing a broadly weak skill lifts the whole team, while spreading a concentrated skill reduces risk.

Is my team data stored?

No. Everything runs in your browser and nothing is sent to a server. You can copy the summary to your clipboard, but refreshing the page clears the data.

AI Team Skills Gap Analyzer

Map your team’s AI capability gaps

Rolling out AI across a team fails when training is generic. Some people already prompt fluently; others have never automated a task; one person may be the only one who knows your AI stack. This analyzer lets you rate each team member across four AI competencies, then surfaces the weakest team-wide skills and the risky single points of knowledge so your training budget goes where it actually moves the needle.

How it works

You add each team member with a role and rate them 1–5 on four skills: prompt writing, tool use, automation, and critical evaluation. The analyzer averages each skill across the team to find the weakest competencies, and scans for single points of knowledge — skills where only one person scores 4 or higher. It then produces a prioritised list of training recommendations, weakest team skills first, followed by the riskiest knowledge concentrations.

Tips for an honest analysis

Rate observed behaviour, not job titles. A senior engineer may be weak at automation; a junior marketer may be your best prompter.
Fix broad gaps before niche ones. Lifting a skill that is low across the whole team beats deepening one already-strong person.
De-risk single points of knowledge. Pair the lone expert with a learner so the capability survives if they leave.
Re-run quarterly. Capability shifts as people learn; track whether your gaps are actually closing.