AI GEN X
LandingThe ProblemArchitectureTool Suite DemosNEWWalkthroughImpact
LandingThe ProblemArchitectureTool Suite DemosWalkthrough
6/6

Impact

Measurable outcomes from AI-powered automation

38%→18%

Producer Admin Reduction

6.5%→2%

Editor Idle Reduction

13%→8%

Revision Rate Reduction

66%→80%

Core Editing Increase

Time Allocation: Today vs With Agentic AI

TodayWith Agentic AI
Producer — ClickUp Admin38%
Producer — Client Strategy0%
PC — ClickUp Admin40%
PPM — Slack/Admin14%
PPM — Editor Management11%
CD — Preproduction29%
Editor — Core Editing66%
Editor — Idle/Waiting6.5%

Hours Freed Per Week

49 hrs/wk

Producers

ClickUp admin: 244.5 hrs × 20pp

63 hrs/wk

Production Coordinators

ClickUp admin: 313.2 hrs × 20pp

27 hrs/wk

Post-Production Managers

Slack/admin: 242.5 hrs × 11pp

95 hrs/wk

Editors (idle)

Idle/waiting: 2119.8 hrs × 4.5pp

106 hrs/wk

Editors (revisions)

Revisions: 2119.8 hrs × 5pp

12 hrs/wk

Creative Directors

Internal meetings: 230.8 hrs × 5pp

Total Hours Freed0hours / week
FTE Equivalent0xfull-time employees
Methodology note: All estimates are derived from DFM operational data — current time allocations per role (logged hours from ClickUp time tracking), headcount per role, and projected percentage-point reductions based on the specific AI automations proposed. Hours freed = weekly logged hours per role × percentage-point reduction for the primary automation target. These are forward-looking projections, not guarantees — actual results will depend on adoption rates, workflow changes, and implementation scope.
Walkthrough