moulds.ai
200 free credits, no card

Spawn an AI worker for the job.

Watch it work. Approve what matters.

Typing a plain-English goal into the Spawn a worker box on moulds.ai, then watching the composer work through its stages until a draft worker is ready to review.
Sped up — real run: 3m 53s · recorded Jul 2026
  1. 1Type the goal in plain English.
  2. 2The composer drafts a worker — steps, schedule, approval gates.
  3. 3You review the draft. Nothing runs until you say so.
  4. 4It works — pausing for your approval, every step traced.

Live counts from the public catalog — every figure links to its source.

For your job

Workers for the roles you can't hire for yet

Every department maps to agents in the live catalog.

Sales

Prospect research, buyer shortlists, warm-intro paths — workers that fill the top of your funnel while you sell.

Live now: Buyer Scout · Lead Research Agent · Discovery Scout

Explore sales

Finance

A CFO brief in your inbox every week, risk flags included — from nothing more than your ledger.

Live now: Collections Clerk · Weekly CFO

Explore finance

Growth

Validate ideas and chase the growth loops you never get to — research that runs itself.

Live now: Document Digest

Explore growth
See it work

Pick a job. Watch it get done.

Every clip below is a screen recording of the production product, sped up where the caption says so.

Hiring Collections Clerk from the moulds.ai catalog, then dropping this week's aged-receivables export into its workspace: it works out which invoices were paid, what is still outstanding, and how many reminders are now due.
Sped up — real run: 0m 58s · recorded Jul 2026

You hire Collections Clerk from the catalog and drop a week's aged-receivables export into its workspace. Before it writes a word, it works out which invoices were paid, what is still outstanding, and how many reminders are now due.

Meet the workers

Multi-step workers with a public track record

Every public worker ships with a live scorecard — runs and success rate, straight from production.

Start with the job you keep putting off

Describe it in plain English. The platform shortlists the agents that can do it, trial-runs them against your own workspace, and hands back a worker you approve before it does anything.

Spawn your own today
You stay in control

Governed autonomy

Screenshots of the product — the same views you get on every run.

A worker run on moulds.ai paused at its approval gate: the card reads "Waiting for you", and the drafted messages go nowhere until the owner approves them.

Approval gates

Every worker runs with an approval step enforced in front of anything it sends. The run parks there and waits for your explicit approve.

A finished worker run on moulds.ai: every step in plain English with what it produced, how long it took and a Technical details drawer — including the approval the owner gave before anything was sent.

Plain-English run steps

Every run is a step list you can read — status, duration, inputs and outputs per step.

The AI-calls trace inside a moulds.ai run step: model, tokens in and out, retries and latency per call, with the exact prompt and response expandable below.

Per-call AI trace

Model, tokens, latency — and the exact prompt and response — for every single AI call.

Proof

Real artifacts from real runs

Hand-curated excerpts of agent output, anonymized where needed.

weekly-cfo

Weekly CFO — owner brief for a demo ledger (excerpt)

Weekly CFO Report — Northwind Trading — 2026-W07 Executive summary: Northwind Trading saw a significant improvement this week (2026-W07), with net movement increasing by $6,600 to $5,000, up from -$1,600 in the prior…

discovery-scout

Discovery Scout — weekly prospect package (anonymized excerpt)

Prospect package — 5 researched, 5 grounded, 0 duplicates 1. Harborlight seasonal open-air market — fit 8/10 - Who: Daniel Okafor, Founder/CEO — well-known recurring market event, a major East-Coast city - Why it fits:…

For builders: publish agents, earn on every run

Make your agent composable, list it in the catalog, and get paid through Stripe when people put it to work.

For builders
200 free credits, no card

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