AI output review
Deepen AI's trained teams check your AI's answers, summaries and extractions, and fix what's wrong.
From $5 per person-hour A plan within 2 working days No sales call
What a review looks like
Each item comes back with a decision, the fix if one is needed, and the reason.
- Customer asked
- Can I return a jacket after 40 days?
- Your AI answered
Yes, returns are accepted within 60 days.- Reviewer decided
- CorrectedNo. Returns close after 30 days. Store credit is available up to 60 days.
- Reason
- The return policy changed in March. The answer used the old 60-day window.
- Customer asked
- How much weight can each shelf of the X200 hold?
- Your AI answered
Each shelf holds up to 80 kg.- Reviewer decided
- CorrectedEach shelf holds up to 45 kg. 80 kg is the limit for the whole unit.
- Reason
- The answer mixed up two figures from the same product sheet.
- Document
- Supplier invoice, 2 pages
- Your AI extracted
- Due date: 3 April 2026
- Reviewer decided
- Sent to youThe invoice shows two different due dates, on pages 1 and 2. Which one should we use?
- Reason
- Your rules don't cover conflicting dates. Your answer is added to the guidelines.
- Product
- Merino crew-neck sweater
- Your AI wrote
- Soft 100% merino wool. Hand wash cold and dry flat.
- Reviewer decided
- ApprovedPublished as written.
- Reason
- Material and care match the product record.
How we start on your work
No sales call. A plan in your inbox, then a short paid pilot on your real items.
What we need from you
- Your rules or rubric
- 10 to 20 examples you've already checked
- Access to the outputs: your tool, Ground Truth or A2I, or a shared sheet or bucket
- 5 minutesTell us the task
What your AI produces, how many items, and how fast you need decisions.
- Within 2 working daysGet a plan and a price
Reviewers, hours, turnaround, start date and the total price.
- 2 weeksRun the pilot
We train the team on your examples, review real items and send two weekly reports. Then you decide.
Who reviews, and how accuracy is kept
Trained reviewers, working in English inside your tools. Each one learns your rules and passes a test before touching live items.
Every reviewer's accuracy is measured
Items you've already answered are hidden in the real work, so we know how accurate each person is.
Nobody guesses on unclear cases
The team lead decides, or asks you. Your answer joins the guidelines.
You see the results every week
A weekly report shows work done, QA results and what's improving.
Standard review covers answers, summaries, extractions and generated copy. Medical, legal and financial expert review is quoted separately in your plan.
How much does AI output review cost?
$5per person-hour
Standard review in English. You pay for the hours your reviewers work, with a trained team, a team lead, QA checks and a weekly report included.
Set before you pay. Your plan shows the team size, hours and total price.
Starts with a two-week pilot on your real items, paid upfront, with two weekly reports.
Your data stays in your systems. We work under NDA with the access you set. Deepen AI holds SOC 2 Type II, ISO 27001, ISO 9001 and TISAX.
Questions
How fast are reviewed outputs returned?
You set the turnaround you need when we plan the work. We staff the team to meet it, and it's written into your plan, with the price, before you pay anything.
Can you review outputs inside Amazon A2I or SageMaker Ground Truth?
Yes. We work as a private workforce in your existing Ground Truth or A2I setup, so your loop, task templates and outputs stay as they are.
What do you need from us to get started?
Your rules or rubric, 10 to 20 examples you've already checked, and access to where the outputs are. We turn your examples into known answers to train and test the team.
Is every item checked twice?
No. Each item is reviewed by one trained person. QA reviewers re-check a sample of finished items against your rules and the known answers, and hard cases go up a level.
What if we think a decision is wrong?
Send it back. Your team lead replies with a fix or the reason, and if your rules need a change, the guidelines are updated for the whole team.
Do you review content in languages other than English?
Standard review is in English. Tell us about other languages when you request a plan, and we'll tell you what's possible and the rate before any work starts.