Publish with proof.

PastPaperHero is the compliance & QA layer for AI-drafted learning and assessment content.

Founded by alumni from

University of OxfordUberBarclays
pastpaperhero.com
Your Workflow
Live
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Process
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Detect
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Correct
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Content Input
Question prompt:
What is the standard short-term rejection period under the Consumer Rights Act 2015?
Sending to AI...

Trusted by learners from the world's leading institutions

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White & Case logo
BBC logo
City University logo
Kings College London logo
Loughborough University logo
New York University logo
Trilegal logo
University of Law logo
University of York logo
White & Case logo
BBC logo
City University logo
Kings College London logo
Loughborough University logo
New York University logo
Trilegal logo
University of Law logo
University of York logo
White & Case logo
BBC logo
City University logo
Kings College London logo
Loughborough University logo
New York University logo
Trilegal logo
University of Law logo
University of York logo
White & Case logo

You'd like to 'use AI' to cut costs and ship faster.

But when you skip the governance layer, the cost and efficiency gains are erased by systemic risk:

  • ⚠️ AI hallucinates off-syllabus content
  • ⚠️ Difficulty varies wildly across items
  • ⚠️ SMEs spend hours fixing bad output
  • ⚠️ Fragmented tools hide what shipped
  • ⚠️ Manual QA misses black-box errors

The result

Brand risk. Regulatory pressure. Slow content cycles.

Los Angeles Times
California

State Bar admits it used AI to develop exam questions, triggering new furor

Los Angeles Times

Introducing PastPaperhero for Providers

Guardrails for AI-drafted assessment content

We take the patterns and judgement you already use and enforce them automatically at scale.

Catch errors

Structure check
pending
Syllabus alignment
pending
Answer key
pending
Duplicate check
pending

Multi-stage quality checks that catch issues before they reach learners or examiners.

Approve changes

Question #142Pending review

"The Miranda warning requires law enforcement to..."

SK

Sarah K.

Reviewing...

Assignments, approvals, and role-based publishing permissions.

Prove compliance

PDF
Created:14 Jan 2026
Author:Sarah K.
QA:Passed (4/4)
Version:3 of 3
Full history

Provenance, QA status, and change history attached to content.

We built this for ourselves first

PastPaperHero started as a direct-to-learner platform for high-stakes exams - now serving 140,000+ users annually.

When we tried scaling with generic LLMs, we hit the same issues you're facing. So we spent two years figuring out how to make bad content impossible to publish.

Then we asked our learners for feedback. Here's what they said.

Every question is detailed, realistic, and timed, so it truly feels like sitting the real exam

Gregory Schofield

Gregory Schofield

SQE Candidate

The AI-powered MCQ bank from PastPaperHero helped me prepare for the SQE1 and pass on my first try

Saptarshi Chatterjee

Saptarshi Chatterjee

Dual-Qualified Lawyer, Trilegal

There are so many platforms which offer notes and guidance only in part leaving you stranded and more confused

Sharmin Chougule

Sharmin Chougule

Research Associate, Philipps-Universität Marburg

Now those tools are available for you.

See the pipeline in action

Book a 20-minute demo and we'll show you exactly how PastPaperHero would work with your assessment content.