Agents can plan, route, and orchestrate complex workflows but cannot perform or verify physical-world actions, and no trusted marketplace exists to connect agents with verifiable human services for last-mile execution. The gap is not technical capability but missing coordination infrastructure: instant payment rails, verifiable proof-of-completion, and trust primitives for human service providers operating in agent workflows. This blocks entire categories of agentic use cases that require physical verification.
AI agents can orchestrate complex workflows but hit a wall at physical-world actions — no trusted marketplace exists for agents to programmatically dispatch, pay, and verify human task completion with proof.
Developers building agentic applications that require physical-world execution (deliveries, inspections, installations, notarizations, sample collection) and gig workers seeking a new income stream.
Agentic apps are proliferating but every builder independently hacks together human-in-the-loop solutions; a standardized protocol with payment escrow and verifiable proof-of-completion replaces months of custom integration with a single API call, and gig workers already demonstrate willingness to accept algorithmically dispatched tasks.
MVP is an API + mobile app: agents POST task requests with location/requirements/budget, matched workers accept via app, submit photo/video/GPS proof-of-completion, escrow releases payment — build on Stripe Connect for instant payouts and use multimodal LLM verification of submitted proof before release.
The global gig economy is ~$500B and growing; even capturing 1% of tasks that become agent-dispatched represents a $5B+ opportunity within 3 years as agentic workflows scale.
An orchestrator agent handles task matching, pricing, proof verification (multimodal LLM scoring), dispute resolution, and fraud detection; humans are limited to performing physical tasks and providing governance/compliance oversight.
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