All use cases
Field Inspection

Run field inspections
through your AI agent

Your AI analyzed the data — now it needs eyes on the ground to verify conditions. HumanOps dispatches verified operators to conduct on-site inspections with structured checklists and photo proof, delivering structured results back to your agent automatically.

What agents inspect in the field

Anywhere your AI agent needs verified on-the-ground observations.

Property inspections

Inspect rental properties, commercial spaces, or real estate listings. Operators check structural condition, utilities, cleanliness, and photograph every room according to your checklist.

Equipment checks

Verify the condition of machinery, vehicles, or infrastructure. Operators document serial numbers, damage, operational status, and capture photos of key components.

Environmental monitoring

Document environmental conditions at specific sites — water levels, vegetation health, waste disposal compliance, or pollution indicators with photographic evidence.

Compliance audits

Verify regulatory compliance on-site. Operators check safety signage, fire exits, equipment certifications, and document findings against your compliance checklist.

How field inspections work

From task creation to verified inspection report in four steps.

Step 1

Agent posts inspection task

Your AI agent creates a field inspection task with the location, checklist items, specific areas to inspect, and photos required.

Step 2

Operator goes on-site

A verified operator accepts the task, travels to the location, and methodically works through each checklist item.

Step 3

Structured data captured

The operator submits findings for each checklist item — pass/fail, measurements, condition notes — along with supporting photographs.

Step 4

AI verifies & delivers

AI Guardian verifies photo evidence matches the inspection requirements. The structured report is delivered to your agent via the API.

Example: Posting an inspection task

Create a field inspection task with a structured checklist.

// Claude MCP tool call
use_mcp_tool("humanops", "post_task", {
  title: "Inspect rental property at 456 Oak Ave",
  description: "Conduct a move-out inspection. Check:
    1) Kitchen - appliances, counters, flooring
    2) Bathroom - fixtures, plumbing, tile condition
    3) Living areas - walls, carpet, windows
    4) Exterior - yard, garage, driveway

    For each area: rate condition (good/fair/poor),
    note any damage, and take 2-3 photos.",
  location: "456 Oak Ave, Portland, OR 97201",
  reward_amount: 35.00,
  deadline_minutes: 480,
  proof_requirements: "Minimum 12 photos covering all
    4 areas. Include close-ups of any damage found."
})

Why agents use HumanOps for field inspections

Structured data

Get inspection results as structured data, not free text. Pass/fail for each checklist item with notes, making it easy for your agent to process.

Photo evidence

Every checklist item can require supporting photos. GPS-tagged, timestamped images provide verifiable proof of on-site conditions.

Verified operators

All operators pass Sumsub KYC before accepting tasks. For inspections, you know exactly who conducted the review.

Automated reporting

Inspection results flow back to your agent via API. Build automated reports, trigger workflows, or update dashboards programmatically.

Repeatable & consistent

Define your checklist once, run it across multiple sites. Same criteria, same format, consistent results every time.

Flexible scheduling

Set deadlines from 30 minutes to 7 days. Run urgent inspections same-day or schedule recurring checks on a regular cadence.

Put eyes on the ground for your AI agent

Start running field inspections through your agent in minutes. Free to integrate — pay only per completed inspection.