AI–NATIVE DX
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Diagnostic · 5 steps · ~8 min

The AI–Native
Team Diagnostic

Most teams are bolting AI onto a traditional operating model. Very few are redesigning the model itself. Work through five steps to find out which one you're doing — and what's actually slowing you down.

STEP 01–05 OUTPUT Readiness score + diagnosis SAVES Shared with your team
Answers save automatically to the shared team database as you go. Everyone with this link can see everyone's completed diagnostics in the team view at the bottom.
01 Map your workflow

Where does the team's time actually go?

Tap every stage your team spends real time in, between an idea showing up and it shipping. The pattern that emerges is your current operating model — whether anyone designed it that way or not.

IDEA
→
DISCOVERY
→
PRIORITI​ZATION
→
REQUIRE​MENTS
→
DESIGN
→
ENGINEER​ING
→
QA
→
LAUNCH
→
LEARN​ING
Tap the stages where your team gets stuck — select as many as apply.
02 Identify the bottleneck

Which sentence sounds like your team?

Bottlenecks usually sound like one of these four complaints. Pick the one you hear most often — in standups, in retros, in your own head at 11pm.

Discovery
“We don't know what to build.”
Validation
“We don't know what works.”
Context
“We don't know what we know.”
Execution
“We know what to do but can't move.”
03 AI–native readiness

Rate each statement, 1–5

1 = never true of us. 5 = this is just how we operate. Be honest — the score only means something if the inputs do.

TOTAL READINESS SCORE
0 / 100
Rate the statements above to see where you land.
04 Operating model canvas

Current state → future state

Five components, two snapshots. Fill in how the team actually runs today, then sketch what you want to be true instead.

ComponentCurrent state
Inputs
Decisions
Execution
Validation
Learning
↓ Future state
ComponentFuture state
Inputs
Decisions
Execution
Validation
Learning
05 90–day plan

Stop. Start. Automate. Protect.

The four moves that turn a diagnosis into a plan. One concrete commitment per box beats four vague ones.

Stop
Start
Automate
Protect
If execution became 10x faster tomorrow — what would become your bottleneck?
Generated diagnosis

Your readout

0/100
—

Complete Step 3 to generate your archetype and summary.

Primary bottleneck

Not yet identified — select one in Step 2.

Where time is going

Not yet mapped — tap stages in Step 1.

06 Team view

Where the whole team lands

Everyone who's completed the diagnostic, newest first. Your own entry is highlighted.

Loading team results…