Real-World Work API (Agent-to-Human Last Mile)

A vetted specialist marketplace that exposes real-world human workers (permit expediters, custom brokers, handymen) as callable APIs so AI agents like Dots can hire them programmatically.

▶ WATCH THE SOURCE SEGMENT — OpenAI DevDay: Dots, Agents & $100B Opportunities

01 THE IDEA

As personal agent platforms like Dots handle millions of user requests, many will require physical-world execution that software alone cannot complete. This business aggregates vetted, specialized human workers and wraps their services in a clean API layer, making them discoverable and bookable by AI agents in real time. Think of it as an API-first staffing layer for the agentic economy.

The model earns transaction fees on each job dispatched. Defensibility comes from the vetting quality, response SLAs, and the breadth of specialist categories covered. Early focus on a single niche (e.g., permit expediters in a specific city or customs brokers for a specific trade corridor) would allow rapid quality control before expanding.

02 THE NUMBERS

EXPECTED ARR

$150K – $3M

INITIAL INVESTMENT

$25K + 500h

MONTHLY BURN

$8K + 120h

AUTOMATION

5/10

COMPETITORS

4 · GROWING →

SKILLS

API design, marketplace operations, worker vetting and onboarding, vertical domain knowledge, sales to AI platform integrators

03 THE VERDICT

This is a category that barely exists today but will be urgently needed as agentic platforms scale. First-mover in a specific vertical with strong vetting and fast SLAs could become the default supplier for Dots, Muse, and similar platforms. High operational complexity is the main challenge but also the moat — hard to replicate at quality.

Verdict: BUILD. Don't have the ~500 hours it takes? Get matched with a vetted builder who does — we review every brief by hand and intro you to up to 3 builders.

FIND A BUILDER →

INTROS ONLY — NO FEES, NO ESCROW. THE PROJECT IS YOURS.

ALREADY BUILT — BY THE COMMUNITY

I BUILT THIS →

Nobody has claimed this one yet. Shipped it? Tell the story — every submission is hand-reviewed, and approved builds get listed right here with a link to your product.

04 THE FIELD

+1 MORE COMPETITORS + HEAD-TO-HEAD BATTLE PLANSSIGN UP / LOGIN →