AI strategy

Build an AI-Native Company, Not an AI Feature

Redesign one valuable customer workflow around AI, evaluation, trust, and operating advantage—not an isolated feature.

AI workflow redesign14-day workflow experiment15 minute setup

1 · Diagnose

What keeps the company from being AI-native?

Choose one

2 · Commit

Choose one AI-native system test—not another feature task.

One action

3 · Apply

What would prove the workflow—not just the model—creates value?

Select all that count

4 · Follow through

Choose how CoachGPT should bring you back

One-time reminder

Send on your review date

Uses your current device timezone.

Make the start smaller

Choose the smallest 10-minute action that creates motion. A smaller real step beats a larger saved plan.

Mark it in motion after the first action

Applied progress

0/3

Prepared

Committed

Applied

Applied requires selected evidence and a completed real-world check-in. Reading alone does not earn it.

Operating principles

Start with the customer workflow and accountable outcome, not the model capability.

Evaluate representative failures before expanding autonomy or permissions.

Track model, human-review, and support cost together; hidden service work is still cost.

Continue with the right mechanism

Source lens

These sources inform the choices in this workspace. They do not replace context-specific professional advice.

14-day workflow experimentAI workflow redesign