Use cases
What Janus.Guru can do in daily work
Start with the task: compare a statement with its source, find the original wording, check a legal provision, or explain the source for a public answer.
Working roles
One product, different useful outcomes
Each prepared question opens with the relevant public collection. Edit it before sending.
Analyst
Find a public statement and check its context in the source document.
Daily frictionSearch surfaces a passage, but the document, speaker, date, and context must be checked before drawing a conclusion.
What you can take away- matching statements
- source context
- links for manual review
Open a prepared questionJournalist
Find the primary wording, context, and recurring public statements.
Daily frictionSearch returns summaries, while publication still requires the original statement.
What you can take away- relevant statements
- context without mixing positions
- sources to open manually
Open a prepared questionEditor
Prepare a checkable brief before a story, broadcast, or public answer.
Daily frictionEditors need to compare quotations with source documents and separate confirmed facts from conclusions.
What you can take away- a short author brief
- facts separated from interpretation
- claims to verify against the source
Open a prepared questionBroader routes
When one question is not enough
These routes are for pilots that need an owned, refreshable collection and a clear review process.
Legal
Find a provision, show the evidence, and keep professional review in the loop.
Public service
Give citizens and operators careful answers tied to the approved source set.
Knowledge
Turn policies, instructions, and FAQs into a searchable internal assistant.
Honest boundary
What Janus.Guru must not decide for a person
- It does not turn a reference answer into an official decision.Legal review, publication, and a response on behalf of an institution remain human responsibilities.
- It does not hide missing evidence.If the public collection is insufficient, the answer must say so.
- It does not remove primary-source review.Open the source and check its date and edition before external use.
Practical start
One collection, 20–30 control questions, a measurable result
A pilot should support a decision on project data, not on promises.
GURU