Papiro
Clarity for AI in education

Bring clarity to AI use in academic work.

Papiro helps schools and universities guide, document, and review AI use with confidence — turning transparency into trust, without turning learning into surveillance.

Built for institutions · Not a detector · Not a surveillance tool

PAPIRO
Papiro student workflow

Document and submit your work

Show where AI supported your work, link those moments to the prompts you used, and produce a review-ready record.

Project
Digital Humanities
DH-118-P2
Assignment
2Sources
3Annotate
4Reflect
5Review

Step 2. Sources

1 chat selected

Choose the AI chats and uploaded file you want to carry forward.

Choose AI chats
Pick saved chats that document your AI use.
Search project folders
All foldersSelected · 1Unsorted · 2
Argentijnse economie en Milei
CHATGPT · 30-03-2026
Selected
Outline · counter-examples
CLAUDE · 28-03-2026
Project upload
Upload the file you want to annotate.
Drag a file or browse
PDF · DOCX · PPTX
Artikel_ArgentijnsVerval.pdf
3.5 MB
Progress and guidance
success

Assignment DH-118-P2 found. You still have 2 submissions left.

Assignment readyYes
AI chats selected1 selected
Source file uploadedYes

Trusted by forward-looking academic institutions

Northgate UniversitySt. Auden'sLinde HogeschoolPolaris InstituteKU WestmarkAvenir College
Why now

AI is already in every classroom. The real question is how institutions respond.

The choice isn't ban or allow. It's whether you can see what's happening, talk about it honestly, and review it fairly.

AI use is outpacing institutional guidance

Adoption is happening in every classroom. Policy frameworks struggle to keep pace with day-to-day reality.

Programmes respond inconsistently

What's allowed in one course is forbidden in the next. Students and teachers are left guessing.

Detectors create false certainty

Probabilistic flags don't make fair conversations. Institutions need context, not verdicts.

Who it's for

Designed for institutions that want a clearer way forward.

Students

Show your process, not just the result.

Upload your work, attach AI conversations, annotate where help was used, and reflect on your choices.

  • Upload assignments
  • Attach AI transcripts
  • Annotate AI-assisted passages
  • Add a short reflection
Educators

Review with context, not suspicion.

See submissions alongside the AI context the student provided — and grade with confidence.

  • See submission + AI context
  • Read student annotations
  • Compare original vs. assisted
  • Leave structured feedback
Institutions

Turn policy into practice.

A consistent framework across courses and faculties — without depending on detection tools.

  • Programme-wide consistency
  • Transparent reporting
  • Reduced reliance on detectors
  • A foundation for trust
How it works

A simple flow on both sides — student and reviewer.

Papiro doesn't try to catch AI use. It makes the work process visible so that grading can be more accurate, more fair, and more honest.

S

The student side

From draft to submission
Step 01
Assignment
Load task and key details
Step 02
Sources
Attach AI conversations
Step 03
Annotate
Mark where AI was used
Step 04
Reflect
Explain your choices
Step 05
Review & submit
Send a review-ready record
R

The reviewer side

  1. Step 01
    Open submission
    Work, prompts and reflection together
  2. Step 02
    See AI context
    Tools, prompts and annotated regions
  3. Step 03
    Read annotations
    Why AI was used at each spot
  4. Step 04
    Evaluate with nuance
    Grade with structure, not suspicion
Papiro
Submissions
Dr. Mira Solberg
teacher@papiro.test
POL-204-A1
Student overview
Random sample of 5 students prepared.
Expected: 10Submitted: 8Drafts: 3Missing: 2Flagged: 4
All (11)Needs attention (4)Missing (2)Drafts (3)Sample (5)
Student
State
Latest
Flags
Avery Lane
CPW-001
submitted
27-03-2026
Random sample
Samira Haddad
CPW-003
submitted
27-03-2026
Brief reflectionRandom sample
Jules Mercier
CPW-005
reviewed
25-03-2026
Random sample
Principles

Papiro gives context, not a verdict.

We don't tell you whether something is fraud, fully AI, or "safe". We help you see the work behind the work — so the conversation between teacher and student can be honest and grounded.

What it is not
  • A pure AI detector
  • A surveillance product
  • An automatic grading system
  • A replacement for the teacher
What it is
  • A provenance & documentation product
  • A structured review workflow
  • A way to make AI use discussable
  • A tool for fairer interpretation
FAQ

Questions, answered.

Can't find what you're looking for? Talk to us.

Get started

Bring clarity to AI in your institution.

Book a 30-minute walk-through. We'll show you how Papiro fits your existing courses and policies.

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