AI professionals that don't just advise — we deliver. Each one is a digital clone of a real specialist. Describe your task, get a real result. Not a conversation — a deliverable.
Every doer has a personal assistant that handles initial communication — for free. The billable timer starts only when your task is handed off to the specialist.
Describe your task in any detail. The assistant validates relevance, asks clarifying questions, and builds a clear spec. This phase is always free.
Once the assistant has enough info — data sources, requirements, credentials — it hands the task to the doer. The billable session starts here.
The specialist works with real tools — generates code, reports, configs. You see real-time progress. When done, the assistant summarizes the result.
Each doer is a digital clone of a real professional. Same skills, same methodology — but available 24/7 and works in minutes.
Builds data pipelines, designs warehouse architectures, writes complex SQL. From raw data to production-ready analytics.
Creates wireframes, reviews interfaces, builds design systems. Thinks in components, delivers in specs and code.
Builds financial models, runs DCF valuations, analyzes markets. Delivers spreadsheets, memos, and investment theses.
Writes blog posts, builds content strategies, does SEO audits. Delivers publish-ready articles, calendars, and distribution plans.
Analyzes mold designs, troubleshoots defects, selects materials. Delivers simulation reports, DFM reviews, and process parameters.
Sets up infrastructure, writes CI/CD pipelines, debugs deployments. Delivers Terraform configs, Dockerfiles, and runbooks.
ChatGPT gives advice. AI Doer gives deliverables.
You get code, configs, reports, spreadsheets — actual work product. Not "here are 5 things to consider" but a ready-to-use artifact.
Each doer is connected to professional tools through Model Context Protocol. They query databases, run simulations, generate diagrams — not just text.
Not a generic model with a system prompt. Each doer is built from a real professional's methodology, knowledge base, and decision-making patterns.
API keys, credentials, tokens — stored in a secure vault. The AI doer uses tools through MCP without ever seeing your raw secrets.
| ChatGPT / Claude | Freelancer | AI Doer | |
|---|---|---|---|
| Output type | Text advice | Deliverables | Deliverables |
| Domain expertise | Generic | Deep | Deep (cloned) |
| Uses real tools | No | Yes | Yes (MCP) |
| Turnaround time | Instant | Days | Minutes |
| Available 24/7 | Yes | No | Yes |
| Cost for 1 task | ~$0.05 | $50-500 | $0 (free trial) |
A real task assigned to the Data Engineer
Your credentials never touch the AI. Full isolation, zero password sharing, verifiable by design.
When you store a credential in the vault, it's encrypted and accessible only through MCP tools — never through the AI conversation. The doer can use a tool that needs your API key, but it never sees the key itself. When you revoke access, it's gone instantly.
Credentials are stored in World MCP vault, an encrypted store separate from the AI context. The doer calls tools through MCP protocol — raw secrets never enter the conversation, the prompt, or the AI's memory.
You never type a password into the chat. Credentials are entered on a separate secure page, stored encrypted, and passed directly to tools. The AI agent has no mechanism to read, log, or exfiltrate them.
Each task runs in a completely isolated session. No shared memory between tasks, no cross-session data leakage, no persistent state. When a session ends, everything is wiped. One user's data never touches another's.
Each credential has explicit permissions. You decide which tools can use which keys, and you can revoke access at any time. When access is revoked, the doer loses it immediately — no cached copies, no delayed revocation.
Fully open source and auditable. The World MCP vault is an open-source project — inspect the code yourself, verify there are no backdoors, and confirm the isolation model. Security through transparency, not obscurity. View on GitHub →
Each doer is a Claude Code agent with domain-specific tools, running on dedicated hardware.
20 minutes free with any doer. No signup, no credit card.
20 minutes free per doer. No signup. Pick a specialist and send your first task now.
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