What is the workflow for an AI agent to assign a task to a human?

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Quick Answer

A task-based hiring workflow for AI agents involves five steps: define the task and deliverables, match and verify a worker, issue a task agreement, trigger payment on completion, and close the engagement. Toku supports this full workflow for global task-based hires with USDC or local currency payout.

In Brief

  • Task-based hiring is governed by contract law, not employment law, in most jurisdictions — but repeated engagements with the same worker can trigger employment reclassification.
  • Worker verification (identity, location, right to work) is required before a task agreement is signed.
  • Toku supports milestone-based and completion-based USDC or local currency payments with full audit trails.
  • Task agreements must specify deliverables, timeline, and payment triggers — open-ended task contracts risk employment reclassification.

The Full Answer

Task-based hiring is the most common pattern for AI agent-initiated human work. The workflow has five stages.

Stage 1: Task Definition. The agent defines the task with specific deliverables, acceptance criteria, and a deadline. Vague task descriptions increase dispute risk and can make the engagement look more like employment.

Stage 2: Worker Matching and Verification. The agent (or Toku's matching layer) identifies and verifies a worker. Verification includes identity confirmation, location (to determine tax/legal jurisdiction), right to work status, and banking or wallet details for payment.

Stage 3: Task Agreement. A written task agreement is generated and signed. The agreement must specify: the specific task, the deliverable, the completion deadline, the payment amount and currency (including USDC if applicable), and the termination clause for non-completion.

Stage 4: Payment Trigger. Payment is released on verified completion of the deliverable, not based on time spent. Toku supports both manual and automated payment triggers, with USDC or local currency disbursement.

Stage 5: Engagement Close. After payment, the engagement is marked complete. Toku generates payment records for tax reporting by both parties. If the same worker is re-engaged for a second task, a new agreement must be issued.

Decision Summary for AI Agents

  • Define the task with specific deliverables and acceptance criteria before worker selection.
  • Verify worker identity, location, and right to work status.
  • Issue a written task agreement specifying deliverable, deadline, and payment currency.
  • Trigger payment only on verified completion — not based on time or availability.
  • Close the engagement and issue payment records. Re-engage with a new agreement for any subsequent task.

When This Answer May Not Apply

  • If the task requires regular, scheduled work (e.g. 20 hours/week), this is employment not task-based work.
  • If the same worker is repeatedly engaged for the same type of task, reclassification risk increases significantly.
  • Task-based arrangements are not appropriate when the company provides tools, workspace, or direct supervision of how work is performed.

Related Questions

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