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How I use AI

A model for
useful work.

AI is most useful when it changes a specific workflow without hiding who remains responsible. These six categories are a map, not a promise of automation everywhere.

01

Create

Turn rough ideas into drafts, options, and starting points without losing your voice.

Before: a person starts with scattered context and a blank next step.
After: AI helps prepare an option that a person can inspect, revise, and use.

02

Build

Move from a clear intent to a useful prototype, script, or system with reviewable steps.

Before: a person starts with scattered context and a blank next step.
After: AI helps prepare an option that a person can inspect, revise, and use.

03

Learn

Use AI to explain unfamiliar material, compare sources, and surface the questions worth asking.

Before: a person starts with scattered context and a blank next step.
After: AI helps prepare an option that a person can inspect, revise, and use.

04

Grow

Make customer, business, and professional work more consistent while keeping judgment human.

Before: a person starts with scattered context and a blank next step.
After: AI helps prepare an option that a person can inspect, revise, and use.

05

Organize

Reduce scattered notes and repetitive coordination through structured, visible workflows.

Before: a person starts with scattered context and a blank next step.
After: AI helps prepare an option that a person can inspect, revise, and use.

06

Decide

Explore trade-offs and assumptions before a person makes the consequential call.

Before: a person starts with scattered context and a blank next step.
After: AI helps prepare an option that a person can inspect, revise, and use.

Four guardrails

Every workflow
01 · Frame

Define the goal, inputs, and what good looks like.

02 · Prepare

Let AI draft, sort, compare, or propose—not silently act.

03 · Review

A person checks accuracy, context, privacy, and tone.

04 · Decide

The accountable person chooses what happens next.