For leaders who know AI matters, but are still using it one prompt at a time.

Most executives are still using AI like Google.

Take the 10-minute AI-Native Operator Scorecard and find the 1 or 2 workflows where AI could save hours, surface missing context, reduce dropped follow-ups, or improve decisions this month.

Free self-assessment. No AI hype. No daily news dump.

The gap

You already use ChatGPT, Claude, or Perplexity. The work still lives everywhere else.

You ask a question. You get an answer. Then you still move the work across email, Slack, docs, calendar, CRM, notes, meetings, and your own head.

That is where the value leaks out. The next jump is better operating loops: context, tools, memory, review rules, and clear handoffs between human judgment and AI support.

What the scorecard reveals

Find the first workflow worth building.

01

Your strongest AI habits

See where you are already using AI well enough to compound.

02

Your manual drag

Spot where workflow value still depends on copy-paste, memory, or follow-through.

03

Your safe next move

Separate workflows that can be systematized now from ones that need better approval rules.

04

Your leverage workflow

Leave with one recurring workflow to improve first.

The five levels

1

ChatGPT User

You use AI as a smarter search box. Useful, but limited.

2

AI-Assisted Operator

You use AI often, but mostly manually. The value depends on effort and memory.

3

Workflow Builder

You have repeatable AI-assisted workflows. The next step is connecting context and tools.

4

AI-Native Operator

AI is becoming part of how work moves. The next challenge is reliability, governance, and review.

5

Agentic Organization

Your team builds operating advantage with shared playbooks, permission models, and measurement.

What you will score

30 questions across 10 dimensions.

Marcel Ruettgers

Founder note

I built this because smart leaders are stuck between chat tabs and real operations.

I kept seeing the same gap. Smart leaders were using ChatGPT, but the actual work still lived everywhere else.

Then I built my own AI operating layer with Slack, Hermes, Obsidian, Gmail, Composio, Kit, research tools, memory, and approval paths. The question changed from, “What can I ask AI?” to, “Where should AI help work move, and where should it stop for human review?”

Marcel Ruettgers

Get the scorecard

Find your current AI operating level.

Take the 10-minute scorecard and identify the next workflow worth building.