ForgeBot Usage Wallboard — Three Directions

OPTION 01 · RECOMMENDEDInstant answer first: one dominant share, then users, groups, and topics.

ForgeBot Usage Command Ring

Human-attributed Slack activity

06.11—07.20.2026
HST · LIVE SNAPSHOT

72.5%ADAM’S SHARE

Top 10 = 99.3%
Usage is highly concentrated. Adam alone generated 1,196 of 1,649 attributed human prompts.

Top 10 Users · Share of Prompts

01Adam

72.5%1,196

02Sara

6.2%103

03Greg

5.4%89

04Kris

5.0%83

05Gen

4.3%71

06Devin

3.1%51

07River

0.7%12

08Mary

0.7%12

09Carl

0.7%11

10Miguel

0.6%10

Rank #10 tie broken by session count: Miguel 4 sessions; Brandon 1.

Usage by Functional Group

Leadership

77.9%

Sales & Proposals

12.0%

Creative & Media

7.4%

Development & Content

2.0%

Other

0.7%

Recognized Work Topics

Development & Automation44.7%

Visual & Media23.2%

Sales & Client Work19.1%

Content & Localization6.8%

Research & Analysis6.1%

Share of 293 keyword-tagged human sessions. 293 additional sessions remain general/unclassified.

OPTION 02Pareto-style ranked bars for exact comparison and operational review.

ForgeBot Adoption Pareto

Concentration, scale, and workflow depth

06.11—07.20.2026
HST · 40 DAYS

Attributed Prompts

1,649

Slack Sessions

617

Session Tokens

92.9M

Human Users

Ranked Share · Top 10 Capture 99.3%

01Adam

72.5%1,196

02Sara

6.2%103

03Greg

5.4%89

04Kris

5.0%83

05Gen

4.3%71

06Devin

3.1%51

07River

0.7%12

08Mary

0.7%12

09Carl

0.7%11

10Miguel

0.6%10

Everyone Beyond Adam

27.5%

453 prompts across 11 other humans

Sara6.2%

Greg5.4%

Kris5.0%

Gen4.3%

Devin3.1%

River0.7%

Mary0.7%

Carl0.7%

Miguel0.6%

Functional Mix

Leadership 77.9% · Sales 12.0% · Creative 7.4% · Development 2.0% · Other 0.7%

Workflow Depth · Token Share ÷ Prompt Share

2.57×Mary

1.26×Devin

1.20×Greg

OPTION 03Treemap-style “forge floor” for distance viewing and visual impact.

ForgeBot Usage Forge Floor

Who occupies the work surface

06.11—07.20.2026
HST · EXECUTIVE VIEW

Largest Share

Adam

72.5%

1,196 prompts · 475 sessions

Sara6.2%103 prompts

Greg5.4%89 prompts

Kris5.0%83 prompts

Gen4.3%71 prompts

Devin3.1%51 prompts

Others3.5%8 people · 58 prompts

Group Load

Leadership

77.9%

Sales & Proposals

12.0%

Creative & Media

7.4%

Development & Content

2.0%

Other

0.7%

Topic Mix · Recognized Sessions

Development & Automation44.7%

Visual & Media23.2%

Sales & Client Work19.1%

Content & Localization6.8%

Research & Analysis6.1%

Last 7 Days vs Prior 7

+4.2% sessions−8.5% prompts−18.6% tokens