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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

HomeBrowseFile clerks
Occupation

File clerks

Custom AI agents built to reclaim your 90 minutes a day

We estimate how much daily time in this role sits in repeatable work AI can assist or automate.
Typically 79–100 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 maintain confidentiality protocols, coordinate file storage setup, and classify incoming documents, prepares the next step, and gets the day started cleaner.

Add to TeamBuild your assistant ↓
90
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

36 min/day

Sort incoming requests and prep the next step.

Documentation

28 min/day

Draft recurring records, notes, and summaries.

Data & Reporting

15 min/day

Keep metrics, reports, and status views current.

Communication

8 min/day

Prepare updates, messages, and stakeholder follow-through.

Analysis

4 min/day

Review inputs and surface patterns or decisions.

5 assistant types selected · 91 min/day · ~379 hrs/yr reclaimed

AI Agent Suite Demo

See your agents in action

Watch how each agent handles a real task in your File clerks workday.

File clerks · Full AI Agent Suite
A full workday for File clerks, transformed by AI.
File clerks's day
Total reclaimed
90 min
every single day
Intake & Triage

Scout

📥 Scout classifies your incoming documents instantly. 🏷️ Categories assigned, metadata extracted, ready to file. ⏱️ You review & approve—49 minutes saved daily.

8:00 AM · Saves 46 minutes daily
Scout is processing
INPUTS
📄 Raw document batch
🔍 Content analysis
📋 Classification rules
→
AI
AI PROCESSES
🤖 Extract text & metadata
🏷️ Auto-assign category tags
✅ Generate confidence scores
→
OUTPUTS
📊 Tagged document set
⚡ Ready for approval
💾 Indexed & retrievable
→
HUMAN REVIEWSYour approval required

👁️ Review Scout's work, approve batch

INTAKE BATCH REPORT

▌

Before
51 min
manual work
After
5 min
to review & approve
90 minutes back every day.
$37,500 per year, per person.
Start with an auditBuild this for my File clerks team