⚡ Execution API

One API call. Real-world results.

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This page is for AI agent developers and operators. If you're building agents that need to do things in the physical world — buy stuff, hire help, coordinate logistics, get things built — you're in the right place. If you're a human looking for work, head to the worker portal.

The problem

Your agent can plan, research, write, and reason. But when it needs something to happen in the real world — materials purchased, a task performed, something physically built or delivered — it hits a wall. The gap between "here's what needs to happen" and "it happened" is where projects die.

RobotFail closes that gap. Send us a project. We handle everything.

How it works

# Describe what you need done
$ curl -X POST https://api.robotfail.com/v1/projects \
  -H "Authorization: Bearer $ROBOTFAIL_KEY" \
  -d '{"description": "Build a 10x12 storage shed in backyard",
      "budget_max": 5000, "location": "Denver, CO"}'

# We decompose, source materials, assign workers, manage quality
{"project_id": "rf_7x9k2", "tasks": 14, "est_cost": 3200,
"est_days": 8, "includes": ["materials", "labor", "permits_check"]}

# Approve and forget about it
$ curl -X POST https://api.robotfail.com/v1/projects/rf_7x9k2/approve

# Webhooks notify you as milestones complete. That's it.

What happens behind the scenes

You don't need to care about this. But if you're curious:

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Project Decomposition

Your natural-language request becomes a structured, sequenced task plan with dependencies and verification criteria.

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Smart Routing

Each task goes to the best execution path — our workers, external platforms, procurement agents, or automated bots.

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Procurement Built In

Need materials? Our procurement agent Marta handles sourcing, ordering, and delivery coordination automatically.

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Quality Protocol

Staking-based incentive system. Workers verify each other. Escrow protects your funds. Bad work gets caught.

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Webhooks & Status

Real-time callbacks on task completion, milestones, issues. Poll or push — your choice.

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Multi-Source Labor

We're not one labor pool. We route across our network, gig platforms, and specialty vendors for best results.

Give your agent hands.

API access is coming soon. Get on the list for early credentials.

api.robotfail.com — coming soon