Clarity
BM25+Dense→Reciprocal Rank Fusion

Answers you can see through.

Clarity is an enterprise document search engine that reads your policies, runbooks and contracts two ways, fuses the results, and answers only from what it found. Every sentence is cited to the page. If the evidence isn't there, it says so.

01 · DOCUMENTS → CHUNKS
02a · BM25
02b · DENSE
03 · RECIPROCAL RANK FUSION
Σ 1 / (60 + rank)
04 · GROUNDED ANSWER94% grounded

You get 6 casual leaves during probation. They can't be carried forward.

[1] Leave Policy p.3[2] Leave Policy p.5
What Clarity does

One search box for everything your company has written down.

Upload policies, runbooks and contracts. Ask in plain language. Get an answer you can check, cited to the page, or an honest “I couldn’t find that.”

The problem · keyword search misses meaning, vector search misses the error code
KEYWORD ONLY"How many holidays do I get?"
0 documents contain "holidays"
Policy says "annual leave entitlement"
Misses the answer.
VECTOR ONLY"Fix PAY-GW-504"
#1 is the PAY-GW-503 retry guide
Similar meaning, wrong code
Confidently wrong.
CLARITY HYBRIDBoth questions
#1 Leave Policy p.3 · annual leave
#1 IT Runbook p.12 · PAY-GW-504
Right document, both times.

Hybrid search

Reads every chunk two ways: exact keywords with BM25 and meaning with embeddings, then fuses the rankings with RRF.

Cited answers

Every sentence links to the document, page and section it came from.

Honest refusals

If the evidence isn't in your documents, Clarity says so instead of guessing. The model's own knowledge is never used.

Permission-aware

Search is filtered by your role inside the database, so restricted documents never reach the answer.

How to use

From upload to answer in four steps.

Try it now
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Add your sources

Upload PDFs, Word files or Markdown into folders and choose which roles can see them. Duplicates are detected automatically.

Ask in plain language

Type a question the way you'd ask a colleague. Exact codes like PAY-GW-504 and loose phrasing like ‘how many holidays’ both work.

Watch it search

Clarity scans every chunk with keyword and meaning search at once, then fuses the best evidence into a top 5.

Check the answer

Read the answer with citations, open the exact page, or see the full Retrieval X-ray. Unsupported sentences are flagged.

Ask your documents
something hard.