Answers from repository documentation

Ask the question. Open the source behind the answer.

The useful detail may be in a repository while the page in Confluence is already out of date. Krynia indexes the material you add, answers questions about it and links back to the source.

Krynia workspace showing a cited answer with sources and answer context.
One public GitHub repositoryMarkdown, MDX, text and CSVAnswers with source linksNo charge per teammateRuns on Cloudflare infrastructure

The problem

The answer exists. Finding it is the slow part.

A wiki search can return a long page without the detail you need. The current explanation may be in a repository, while the page everyone knows has not been updated.

The useful detail is in the repository

The product description may be in Confluence, while the current behavior or exception is already documented in a README or another Markdown file.

Documentation falls behind the work

The familiar page stays the first place people search even after the useful explanation has been updated somewhere else.

Search returns a page, not the answer

Even the right long document still has to be read. What you need is a short result and a source link you can check.

Chat-first company memory

Answers stay tied to source context.

Krynia keeps chat simple for the team while admins can review the material used, the relationship map, the connected sources and monthly knowledge usage behind every answer.

Source summaries keep answers concise without exposing raw internal documents.

Admins can review sources and graph links before trusting or correcting an answer.

Pricing stays tied to retained indexed knowledge, not seats.

Krynia workspace showing a cited answer with sources and answer context.
Cited answer in contextShort answer, sources ready to review.
Krynia knowledge base screen with connected sources, access scope and sync status.
Source readinessSearchable, indexing and restricted sources.
Krynia knowledge graph screen with related source nodes and a selected item panel.
Knowledge mapTopics, source links and access-aware relationships.

Use cases

Chat stays simple while the source remains one click away.

Product, support, engineering and onboarding teams can ask normal questions, inspect the cited passage and decide whether the answer is safe to use.

Product and support

Find product context

"What is this product and where is the source?"

Short answer with citations to docs, repositories and decisions.

Engineering

Trace dependencies

"What depends on this service, package or feature?"

Evidence from repositories, tickets, docs and graph links.

People and team leads

Onboard new people

"What should a new teammate read first?"

A scoped reading path based on real company sources.

Founders and managers

Recover decisions

"When did we decide this and why?"

Timeline-style answer grounded in PRs, issues, docs and chats.

Workspace admins

Admin visibility

"What are people searching for and what is missing?"

Topic groups, failed searches, source gaps and traceable citations.

Everyone

Meeting prep

"What context do I need before this discussion?"

KB-first briefing now; calendar-aware preparation can follow later.

Pricing

Pricing people can understand before they connect a single source.

Krynia bills the knowledge still kept at billing close. Regular sync, storage, citations and normal chat are already part of the base product.

Meter

€0.47

per 1M indexed tokens

Minimum

€47.00

product plus 5M indexed tokens

Included

5M

about 7.7k A4 pages

Why the minimum is EUR 47

The monthly base includes product access, sync, citations and the first 5M indexed tokens. Overage starts only after that included volume.

No seat-based tax for quiet users.

Deleted or stale chunks removed before billing close do not count.

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