Publish with proof.
PastPaperHero is the compliance & QA layer for AI-drafted learning and assessment content.
Founded by alumni from
Trusted by learners from the world's leading institutions
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.
State Bar admits it used AI to develop exam questions, triggering new furor
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
Multi-stage quality checks that catch issues before they reach learners or examiners.
Approve changes
"The Miranda warning requires law enforcement to..."
Sarah K.
Reviewing...
Assignments, approvals, and role-based publishing permissions.
Prove compliance
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
SQE Candidate
“The AI-powered MCQ bank from PastPaperHero helped me prepare for the SQE1 and pass on my first try”
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
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.