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OutturnOutturn

AI execution · human oversight

AI does the work. A human signs off. You pay only when it clears your review.

Describe the result you want — not the steps to get there. Outturn turns your goal into a milestone plan, runs delivery with agentic AI, and a human reviews every checkpoint before money moves.

AI does the work — humans sign offPay per milestone, not per hourStripe-backed paymentsQuality checked before delivery

How it works

Three steps. Easy to repeat.

Say what “done” means, fund checkpoints you control, and pay only when delivery matches what you agreed to.

  1. 01

    Step 01

    Describe the outcome

    Send the result you want — not how to build it. We turn it into a milestone plan with deliverables, acceptance checks, and a price.

    First reply≤ 2 business days
    Cost to submit$0
  2. 02

    Step 02

    Approve a milestone plan

    Small, progressive payments per checkpoint. You pay for outcomes, not inputs — no hourly bills, no token charges.

    Pricingoutcome-based
    You approvebefore work starts
  3. 03

    Step 03

    AI does the work. A human checks it.

    We run delivery with agentic AI and sign off on quality before anything reaches you. Each checkpoint releases its payment only after you accept it.

    Releases onyour acceptance
    Disputed stepyou keep funds

Example outcomes

Anything with a clear deliverable and a checkable result.

Build, research, content, data, automation, review, ops. Whatever the type, every job ends with something you can review, accept, and pay for.

  • Build

    Launch a landing page with a working signup form.

  • Research

    Find 50 qualified leads with source links and fit notes.

  • Research

    Compare three vendors and recommend one for our team.

  • Content

    Turn my webinar into five LinkedIn posts and one email.

  • Data

    Clean and dedupe my customer CSV — 12k rows.

  • Automate

    Set up a lead-capture workflow from form to CRM to Slack.

  • Review

    Test my signup flow and return a QA report.

  • Ops

    Create an onboarding checklist plus email templates for new hires.

What's a fit

Demand is broad. Acceptance is narrow.

We take many kinds of outcomes. We only mark them complete when you can review and accept the result. Here's how we filter.

Best fit

Auto-priced, fastest turnaround.

  • Clear deliverable you can hold and inspect
  • Acceptance criteria you can write as pass / fail
  • Bounded milestone — you know what's in and what's not
  • Your inputs and sources are spelled out
Needs review

Quoted within 24h, often with a $49 discovery step first.

  • Live publishing or sending on your behalf
  • Sensitive data, production systems, or regulated work
  • Unclear sources, ambiguous scope, or missing access
  • Ongoing operations or anything that creates support load
Not a fit

We'll tell you, and recommend a path that is.

  • Vague goals with no checkable deliverable
  • Guaranteed business results (revenue, traffic, hires)
  • Unbounded strategy or open-ended consulting
  • Work that can't be reviewed before it goes live

Why teams trust it

AI does the speed. A human does the quality.

You get the leverage of agentic AI with humans in the loop for quality. Pay for the outcome, not the process — and only after each checkpoint clears your review.

  • AI does the work — humans check it

    Agentic AI runs the delivery loop — research, drafting, building, automating. A human reviews quality, signs off on every checkpoint, and stands behind what you receive.

  • Pay for outcomes, not inputs

    No hourly bills. No token charges. Every invoice references a checkpoint you approved — payments stay small and progressive.

  • You approve before money moves

    Each milestone releases only when you accept it. Disputed step? You keep the funds while we sort it out.

Open for new briefs

Put your next project on checkpoints—not crossed fingers.

Most teams hear back with milestones, timelines, and price within two business days.