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Task-level AI analysis for 800+ occupations. A project by Clear Road Labs.

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© 2026 Clear Road Labs. Built from public occupation data and our own task-level analysis.

Data sources: U.S. Bureau of Labor Statistics · O*NET

HomeBrowseFirst-line supervisors of entertainment and recreation workers
Occupation

First-line supervisors of entertainment and recreation workers

Custom AI agents built to reclaim your 107 minutes a day

We estimate how much daily time in this role sits in repeatable work AI can assist or automate.
Typically 28–183 minutes depending on your stack — the range reflects conservative and optimistic assumptions, and your selected tasks below change the custom build estimate.
This is an estimate, not a guarantee.
Start with an auditSee what the full audit looks like →

These numbers are estimates. The audit proves them on your workflow — two weeks, a ranked build plan.

What a day looks like

Instead of rewriting updates and repetitive messages over and over, the support layer prepares daily briefings for supervisors, coordinate team meetings, and coordinate with external vendors so communication starts with a usable draft rather than a blank page.

Add to TeamBuild your assistant ↓
107
min/day total
Hover or tap a section to explore
Each slice shows a support area and the time it can give back.
Click to lock the detail view.

Build Your Custom Assistant

Choose the tasks you want covered, then request a custom assistant plan.

Communication

41 min/day

Prepare updates, messages, and stakeholder follow-through.

Analysis

37 min/day

Review inputs and surface patterns or decisions.

Data & Reporting

15 min/day

Keep metrics, reports, and status views current.

Documentation

9 min/day

Draft recurring records, notes, and summaries.

Learning & Updates

5 min/day

Track updates, standards, and best practices.

5 assistant types selected · 107 min/day · ~446 hrs/yr reclaimed

AI Agent Suite Demo

See your agents in action

Watch how each agent handles a real task in your First-line supervisors of entertainment and recreation workers workday.

First-line supervisors of entertainment and recreation workers · Full AI Agent Suite
A full workday for First-line supervisors of entertainment and recreation workers, transformed by AI.
First-line supervisors of entertainment and recreation workers's day
Total reclaimed
107 min
every single day
Communication

Cleo

📋 Cleo compiles your daily briefing automatically. ✅ Vendor contracts tracked and flagged. ⏱️ You review 76 minutes faster (123 min → 47 min).

3:30 PM · Saves 46 minutes daily
Cleo is processing
INPUTS
📊 Performance metrics
👥 Attendance data
📞 Vendor updates
→
AI
AI PROCESSES
🔄 Aggregate team stats
📧 Draft meeting schedules
✍️ Compile vendor status
→
OUTPUTS
📄 Daily briefing ready
🗓️ Meetings organized
✔️ Contracts reviewed
→
HUMAN REVIEWSYour approval required

👁️ Review, approve, send to team

DAILY BRIEFING REPORT

▌

Before
72 min
manual work
After
26 min
to review & approve
107 minutes back every day.
$44,583 per year, per person.
Start with an auditBuild this for my First-line supervisors of entertainment and recreation workers team