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Understanding AI Archetypes

How Pragmatico helps you build your AI Identity

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Written by Tanner Brumbarger

AI Archetypes is currently a feature that requires granting Pragmatico API access to your AI tenant.

Understanding your AI Archetype

Your AI Archetype is a single character, one of 16, that captures how you work with AI right now: how developed your craft is, and how much of a habit it has become. You'll find it on your My Coaching page and on your Home page, and it refreshes once a month.

It is a read on where you are today, not a grade and not a ranking against anyone else. As your work with AI changes, your archetype moves with it.

What your Archetype is

Every archetype sits on a grid with two axes: how good your AI work is (Quality, or craft) and how woven into your day it is (Usage, or habit). Where those two land, together, is your character.

Your AI Archetype

Your archetype appears once your first proficiency cycle completes. Before then, both pages show a short placeholder.

The two things it measures

Two axes decide your archetype, and each is built from three smaller measures.

Quality (Craft) — are you using AI well?

  • Breadth: how many distinct kinds of work you apply AI to.

  • Depth: how far you take a task with AI beyond a first pass.

  • Sophistication: how advanced and repeatable your AI workflows are.

Usage (Habit) — how often and broadly do you use AI day to day?

  • Frequency: how regularly you reach for AI across the month.

  • Consistency: how evenly your use is spread, versus clumped into a few days.

  • Volume: how much you use AI within a given conversation.

How to read your own Archetype

Open My Coaching. The “Your AI Archetype” card at the top names your character and gives its one-line read.

Access Archetype Explanation


Find yourself on the grid, under “Your overall AI proficiency level”. Your cell is outlined and marked You, with your character's name. How high it sits shows your craft; how far right it sits shows your habit.

Select Why am I this archetype? to open the detail. It has three parts:

  • What this Archetype is: the goal for someone in your position right now.

  • What we noticed about you: where your Quality and your Usage each landed this cycle, with the specific measures that stood out.

  • What moves you: the one area on each axis that would do the most to shift your position next cycle.

Open Additional Details

Reading your position is the fastest way to see your nearer gain. If you sit toward the left, more habit is the next move. If you sit toward the bottom, more craft is. The “What moves you” lines name the single measure to start with.

What it never does

  • It never shows a number, score, rank or percentile. Your archetype is a character, not a grade.

  • It never compares you to a named colleague. Your archetype is your own read, drawn from your own work.

  • It does not lock you in. It is recomputed every month from that cycle, so it moves as your work changes.

  • It does not appear before your first proficiency cycle completes. Until then, both pages show a placeholder.

The 16 Archetypes

Craft rises as you move up the grid, and habit grows as you move to the right. So the Trailblazer (deep craft, daily habit) sits top right, and the Onlooker (early on both) sits bottom left. Here is the full set, grouped from deepest craft to earliest, with the one-line read you see when you hover a character on the grid.

The Hermit

Where it sits

How this Archetype uses AI

Deep craft · rare habit

Masterful craft, rarely shows up. The skill is real; the habit isn't there yet.

The Specialist

Where it sits

How this Archetype uses AI

Deep craft · occasional habit

Called on occasionally, delivers real craft when engaged. Building the routine, not the skill.

The Craftsman

Where it sits

How this Archetype uses AI

Deep craft · steady habit

Reliable habit, real craft. The baseline of dependable, high-quality use.

The Trailblazer

Where it sits

How this Archetype uses AI

Deep craft · daily habit

Deep craft, deeply embedded daily habit. The standard the rest of the org should copy.

The Consultant

Where it sits

How this Archetype uses AI

Solid craft · rare habit

Solid work when it happens, but AI isn't a reflex yet.

The Journeyman

Where it sits

How this Archetype uses AI

Solid craft · occasional habit

Solid fundamentals, habit still forming. The classic build-the-routine phase.

The Settler

Where it sits

How this Archetype uses AI

Solid craft · steady habit

Solid craft, dependable habit. Staked a claim and working it steadily.

The Homesteader

Where it sits

How this Archetype uses AI

Solid craft · daily habit

Solid craft, heavy daily use. Productive, not yet top-shelf refined.

The Novice

Where it sits

How this Archetype uses AI

Forming craft · rare habit

Just arrived. Craft and habit are both still forming.

The Wanderer

Where it sits

How this Archetype uses AI

Forming craft · occasional habit

Moving through the territory without a clear plan on either craft or habit.

The Tourist

Where it sits

How this Archetype uses AI

Forming craft · steady habit

Visits constantly, doesn't go deep. Volume without much value yet.

The Grinder

Where it sits

How this Archetype uses AI

Forming craft · daily habit

Heavy daily use, shallow craft. Churning volume, not refining it.

The Onlooker

Where it sits

How this Archetype uses AI

Early craft · rare habit

Hasn't really entered the territory on either axis yet.

The Drifter

Where it sits

How this Archetype uses AI

Early craft · occasional habit

Aimless movement. Little craft, inconsistent habit.

The Tinkerer

Where it sits

How this Archetype uses AI

Early craft · steady habit

Plays around often, without refining. Frequent but shallow.

The Sprinter

Archetype

Where it sits

How this Archetype uses AI

The Sprinter

Early craft · daily habit

Maximum use, minimum judgment. The riskiest combination, running hard in the wrong direction.

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