Use case · Education
Fair, specific feedback on student work
Get feedback on essays and assignments that separates factual errors from matters of judgement, with reasons a student can act on.
Ask things like
- Give specific feedback on this essay: what works, what to improve and any factual errors.
- Check the citations in this assignment against the attached sources.
- Suggest a grade against this rubric, with reasons.
Example
What a education answer looks like
Every statement carries a label in words and the passage it rests on, so you can check the answer instead of trusting it.
Question
Give feedback on this essay against the rubric.
In short: Strong structure and correct science; the conclusion repeats the introduction and cites no source.
- 1Models agree
Evaporation and condensation are explained correctly.
“…water vapour cools as it rises and condenses into droplets…” (para. 2)
- 2Models agree
The conclusion restates the introduction without new insight.
Conclusion, sentences 1–2
- 3Opinion
Adding one cited source would strengthen the argument.
No passage in the document backs this.
Why Danphe
Why education teams use a council
Facts vs opinions
Statements that are judgements are labelled “Opinion”, so feedback on style is not presented as a factual finding.
Several markers
Models from different companies assess the work independently; disagreements about a grade are shown, not averaged away.
Explainable
Each point links to the passage in the student's work or the source it refers to.
Suggested depth: Full report for feedback; Standard for single questions.
Good to know
How it works
How each question is checked
Step 1: Reading sources
Your documents are read and the passages that matter to the question are found.
Step 2: Models answer on their own
Models from different companies answer independently, without seeing each other's answers.
Step 3: Cross-checking every statement
Each statement is checked against your sources by models from other companies, with quotes.
Step 4: Writing the answer
An editor writes the answer from what held up, and marks what didn't.
Next
Try it on your own documents
The Free plan includes 60 credits a month: about six Standard questions.