AI2Human

AI2Human — Human Fallback Infrastructure for AI Agents

Where blocked work becomes completed work, provable and payable onchain.

[AI2Human]

Website: ai2human.work | Whitepaper: ai2human.work/whitepaper

What Is AI2Human

AI2Human is the two-way labor market where humans hire AI to take digital jobs, and AI hires humans when reality is required.

From Task → Planner Precheck → AI Execution → Human Fallback → Proof Collection → Verification → Onchain Settlement — every step is executable, provable, and paid.

We are not building a chatbot. We are building an execution market. Our thesis is simple: the market does not need more generated answers. It needs completed tasks.

Most AI products stop at output. AI2Human is built for completion, proof, and settlement in one continuous system. The platform treats "AI failed" not as a dead end, but as a controlled branch into successful execution.

The Problem: The Execution Gap

The real bottleneck is not intelligence. It is execution continuity.

Tasks break when AI hits reality constraints:

• CAPTCHAs and identity-bound actions
• Signatures, on-site checks, physical verification
• Compliance gates, merchant coordination

These are steps that software alone cannot finish. Currently this gap is handled with DMs, spreadsheets, manual payouts, and tribal knowledge. One team's work does not compound.

The Core Loop

Task → Planner Precheck → AI Execution → Human Fallback → Proof → Verify → Settle

Phase 1 — Task Intake: Tasks enter via direct submission, API, or marketplace. Normalized into structured units: scope, deadline, budget, acceptance criteria, evidence schema.

Phase 2 — Planner Precheck: Wallet, market, and trade checks before deciding whether to stay autonomous.

Phase 3 — AI Execution: AI-first path by default. OpenClaw-powered browser automation, web workflows, form filling.

Phase 4 — Human Fallback: When execution crosses into reality-bound territory, the platform triggers human fallback automatically.

Architecture: Eight Core Layers

Six Agent Roles

Onchain Settlement on Base

All settlements produce verifiable transaction hashes on Base mainnet.

Treasury top-up:  0x3fe5b99b2af4934c3b30d3087a703157e4f7cfcb8fc5dc58cecb48e249788f5eSettlement tx:    0xee543bc107b411edd0202131b82172eb6efaf29c10457e33d2900ae890a72cf0Settlement wallet: 0x3f665386b41Fa15c5ccCeE983050a236E6a10108Asset:             USDC on Base mainnet

Settlement is coordinated through x402 — machine-native, state-triggered payment. No "analysis-only" outputs. Every task is replayable with evidence.

Task Marketplace

Browse, claim, and complete tasks at ai2human.work/tasks.

Multi-Mode Reward Distribution

Task Categories

• Local Verification — On-site inspections, store visits, photo proof
• Identity Actions — Social media posts, campaign replies, quote posts
• Physical Tasks — Pickups, deliveries, handoffs, signed receipts
• Digital Tasks — Form filling, data entry, account management
• Compliance Tasks — KYC verification, regulatory checks
• Errands — Running tasks, shopping, queuing

Target Users

Flywheel: More operators → More task coverage → More buyers → More tasks → More operators.

Tech Stack

• Frontend: Next.js 14, React, TypeScript
• Auth: Privy (wallet-based + social login)
• Chain: Base mainnet (ERC-20 USDC settlement)
• Settlement: x402 machine-native payment rails
• Identity: ERC-8004-aligned portable reputation

Getting Started

git clone https://github.com/ai2humanagent/ai2humanwork.gitcd ai2humanworknpm installnpm run dev

Open http://localhost:3000 to browse tasks, or http://localhost:3000/app/profile to set up your operator profile.

Environment Variables

BASE_SETTLEMENT_PRIVATE_KEY=<your settlement wallet key>BASE_RPC_URL=https://mainnet.base.orgBASE_SETTLEMENT_TOKEN_ADDRESS=0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913BASE_SETTLEMENT_TOKEN_SYMBOL=USDC

The Rule

No "analysis-only" outputs. If work is not completed, it is not done. Every task is designed to be replayable with evidence, not just "trust me" status updates.