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

damon@clearroadlabs.com

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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

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Occupation

Cooks all other

Custom AI agents built to reclaim your 38 minutes a day

We estimate how much daily time in this role sits in repeatable work AI can assist or automate.
Typically 27–45 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 new work arriving as scattered requests that someone has to sort manually, the support layer organizes clean kitchen surfaces, plate dishes, and serve first course, prepares the next step, and gets the day started cleaner.

Add to TeamBuild your assistant ↓
38
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.

Intake & Triage

24 min/day

Sort incoming requests and prep the next step.

Data & Reporting

4 min/day

Keep metrics, reports, and status views current.

Documentation

3 min/day

Draft recurring records, notes, and summaries.

Communication

3 min/day

Prepare updates, messages, and stakeholder follow-through.

Research

3 min/day

Pull supporting context and compare options quickly.

5 assistant types selected · 37 min/day · ~154 hrs/yr reclaimed

AI Agent Suite Demo

See your agents in action

Watch how each agent handles a real task in your Cooks all other workday.

Cooks all other · Full AI Agent Suite
A full workday for Cooks all other, transformed by AI.
Cooks all other's day
Total reclaimed
38 min
every single day
Intake & Triage

Scout

🍽️ Scout pre-stages your kitchen tasks before service. ⚡ Intake sorted, sequenced, ready to execute. ✅ You approve in 28 minutes instead of 111.

8:00 AM · Saves 23 minutes daily
Scout is processing
INPUTS
📋 Incoming prep requests
🕐 Service timeline
👥 Station capacity
→
AI
AI PROCESSES
🤖 Categorize by urgency
🤖 Sequence plating order
🤖 Allocate resources
→
OUTPUTS
✓ Task queue ready
✓ Timeline optimized
✓ Bottlenecks flagged
→
HUMAN REVIEWSYour approval required

👨‍🍳 Review Scout's plan, approve to start

INTAKE & TRIAGE SUMMARY

▌

Before
70 min
manual work
After
47 min
to review & approve
38 minutes back every day.
$15,833 per year, per person.
Start with an auditBuild this for my Cooks all other team