POST a task. Choose a guild. Get back structured JSON — classified, annotated, or judged by verified human workers. Results in seconds, with a 100% completion guarantee.
import { OpenGuilds } from 'openguilds'
const og = new OpenGuilds(process.env.OPENGUILDS_API_KEY)
const task = await og.tasks.create({
type: 'classification',
schema: { labels: [ 'spam', 'not_spam' ] },
payload: { text: userInput },
workers: 3,
guild: 'general'
})// result
{ task_id: "tsk_8f3k2", status: "queued", estimated_ms: 8200 }
Simple integration
POST a task to the API with a schema, a payload, and the number of workers you want. One call from any language or runtime — TypeScript, Python, Go, or raw HTTP.
OpenGuilds routes your task to verified guild workers in under 100ms. Multiple workers respond independently; consensus logic weighs each vote and resolves to a single confident answer.
Receive structured JSON via webhook the moment consensus is reached — typically within seconds. If workers are unavailable, AI fallback kicks in so you always get a result within your SLA.
Specialized workers
The foundation of OpenGuilds. General guild workers handle the broadest range of tasks — content moderation, data labeling, image classification, form extraction, and opinion surveys.
Verified software engineers and technical professionals. Tasks include code review, security vulnerability triage, technical documentation QA, API spec validation, and architectural judgment.
Licensed clinicians — physicians, nurses, and allied health professionals. Tasks include clinical note review, ICD-10 coding, symptom classification, and medical image annotation.
Verified attorneys and paralegals. Tasks include contract clause extraction, jurisdiction classification, case law relevance scoring, and regulatory risk flagging for legal AI pipelines.
Environmental scientists and sustainability professionals. Tasks include climate data labeling, carbon reporting validation, environmental impact classification, and policy document review.
Fluent speakers of non-English languages verified by native proficiency assessment. Tasks include translation QA, multilingual RLHF preference ranking, and dialect classification.
Why it matters
Expert work has gone undervalued online for too long. Guilds give skilled workers collective leverage — to set fair pay standards, improve the tools they use, and help developers understand what verified human intelligence actually looks like.
Guilds establish rate standards for online expert work. Workers earn 75% of every task — not a race-to-the-bottom gig rate. Members benefit from collective leverage, not individual negotiation.
Workers inside guilds report on what is working and what is not. Interfaces, workflows, and task types get better because the people completing them help shape them.
Most developers do not know what is possible when working with verified human experts. Guilds help them ask better questions, design better tasks, and get better results.
Platform capabilities
Multiple workers vote on each task. Results ship only when a confidence threshold is met. No single point of failure.
If human workers aren't available within your timeout window, our AI agents complete the task. 100% completion, always.
Tasks route to available workers in under 100ms on average. No polling required — receive results via webhook.
Workers are paid instantly in USDC on Base L2. No banks, no wire fees, no borders. Instant settlement on task completion.
Every worker passes domain-specific verification before joining a guild. Medical workers are verified clinicians. Legal workers are verified attorneys.
REST API with SDKs for TypeScript, Python, and Go. Integrate in under 10 minutes with a single POST request.
Workers
Workers are the people inside the guilds — clinicians reviewing diagnostic images, engineers triaging security vulnerabilities, researchers validating datasets. OpenGuilds gives every verified worker matched tasks, transparent pay, and a professional community.
Clinicians review medical images, pathology slides, and scanned records — remotely, on their schedule.
Domain experts assess datasets, verify citations, and flag errors in reports before they go live.
Verified engineers triage vulnerabilities, review pull requests, and validate API specifications.
Attorneys and paralegals review contracts, flag risk clauses, and summarize regulatory documents online.
What teams are saying
We replaced a 6-person content moderation team with a single API call. OpenGuilds handles everything from routing to payment.
The medical guild saved our clinical AI project. We needed FDA-aware annotators and got them within 48 hours of signing up.
99.1% accuracy across 200,000 tasks. I've never seen a labeling platform even come close to that.
Join the teams building with verified human intelligence. No contracts, no minimums — pay only for completed tasks.