Use cases
What Janus.Guru can do in daily work
Start with the job, not the technology: compare facts, find a primary source, prepare a brief, check a provision, or draft a careful explanation.
Working roles
One product, different useful outcomes
Each prepared question opens with the relevant public collection. Edit it before sending.
Analyst
Compare regions or positions without losing the evidence behind the conclusion.
Daily frictionData and wording are scattered, so every number must be checked again before a presentation.
What you can take away- structured comparison
- data gaps and caveats
- sources to verify
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 frictionDrafts mix facts, conclusions, and quotations, while there is little time for manual sorting.
What you can take away- a short author brief
- facts separated from interpretation
- items for editorial review
Open a prepared questionLawyer
Find the applicable provision and check the fragment behind the answer.
Daily frictionSimilar wording can appear in several documents, and free paraphrase creates avoidable risk.
What you can take away- relevant provisions
- document and fragment links
- an explicit evidence gap
Open a prepared questionCivil servant
Prepare a clear reference basis for a citizen or an operator.
Daily frictionThe procedure must be explained plainly without leaving the responsible unit's remit.
What you can take away- a neutral note
- the governing documents
- the boundary where an owner must answer
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 real data, not on promises.
GURU