GH KIM
Hun Kim

AI Rollout

You bought the AI seats. Now let's make them pay for themselves.

A fixed-scope, 30-day engagement for teams of 20 to 200 people who rolled out ChatGPT, Claude or Copilot and aren't sure what they're getting for it.

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Forty AI seats, thirteen unused A grid of forty seat icons. Twenty-seven are dark, meaning in use. Thirteen are grayed out, meaning paid for but unused.
27 in use 13 unused

Sound familiar?

  • You're paying for seats nobody opens.
  • A few people swear by it. Most tried it once.
  • Leadership keeps asking whether it's working, and nobody has a number.

What you get

  1. 01

    Seat cleanup.

    I audit every AI tool and license you pay for, flag what's unused or duplicated, and hand you a cut list. For most teams, the savings cover a good share of the fee.

  2. 02

    Three workflows that stick.

    We pick the three most repetitive jobs on your team and I build them into AI workflows your people actually run, with written instructions so nothing depends on me.

  3. 03

    A one-page scorecard.

    Who's using AI, what it costs per active user, and the hours it gives back, by team. It's the number your leadership has been asking for.

How the 30 days run

  1. Week 1

    Audit seats, spend and usage. Interview a handful of people about where their time goes.

  2. Week 2

    Cut list delivered. Pick the three workflows.

  3. Weeks 3 to 4

    Build, test with the people who'll use them, train the team.

  4. Day 30

    First scorecard, plus a handoff doc your team owns.

Example scorecard

Illustrative example
Active users
58%
of paid seats, last 30 days
Cost per active user
$41
per month, all AI tools
Hours returned
212
per month, team-wide
Active users by team
  • Sales
    81%
  • Support
    74%
  • Marketing
    63%
  • Finance
    38%
  • Operations
    31%
  • Legal
    22%
Callout
3 teams to coach

Finance, Operations and Legal are under 40% active. That is where the next working session goes.

Pricing

AI Rollout

$4,500 fixed

30 days.

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Monthly scorecard + coaching (optional)

$750 a month after that

A fresh scorecard, one working session with the teams that are behind, cancel anytime.

Why me

I build this for a living, not in slides. At a large job marketplace I automated budget reporting across 20+ planning sheets and gave the team back 60+ hours a month. On my own time I run Hawat, a personal AI chief of staff with about 19 recurring jobs that has been in daily production for months.

The full story and selected work are on /hun

What this isn't. Not a chatbot demo, a prompt workshop, or a strategy deck. If a plain spreadsheet beats an AI tool for a job, I'll tell you and build the spreadsheet.

Questions

Do we need an enterprise plan?
No. Team and business plans work. I work from your billing, admin exports and a short team survey.
Will you need access to our data?
Only admin-level usage and billing views. No customer data.
What happens when you leave?
Everything is documented and owned by your team. The monthly scorecard is optional, not a dependency.
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