Knowledge engine · cited by default

Every answer,
with its source.

MerKnow connects your papers, contracts, tickets and notes into one searchable sea — then answers with the exact passage it came from.

Private by design · Self-host available · SOC 2 in progress

2.4Mdocuments indexed
180msmedian answer
100%answers with citations
0training on your data

Why MerKnow

Built for people who get blamed for being wrong.

A confident answer without a source is a liability. MerKnow refuses to give one.

Cited, not paraphrased

Every sentence links to the passage, page and file it came from. Click through and read the original in context.

A graph, not a folder

Concepts, people and documents are linked. Ask about a clause and see every contract that shares it.

Private by default

Your corpus is never used for training. Run it in our cloud, your VPC, or fully self-hosted.

Use cases

One engine, four kinds of reading.

Research

Literature reviews that quote the paper, not the abstract. Track how a finding travels across 400 PDFs.

2,000+ papers · 6 hours saved weekly

Legal & compliance

Clause-level search across contracts. Diff a new ruling against your policy library before it bites.

Audit-ready citations

Engineering

Runbooks, incidents and ADRs in one place. Ask why a service is the way it is and get the original thread.

Connects to Git & issue trackers

Education

Course packs that answer with page numbers, so students can go and check — the point of citations.

LMS export

How it works

Three steps from pile to proof.

  1. 01

    Drop in your corpus

    PDFs, docs, tickets, markdown, email. MerKnow parses structure — headings, tables, footnotes — not just text.

  2. 02

    Ask in plain language

    Retrieval runs over passages, not chunks of noise. The answer is assembled from the smallest quotable unit.

  3. 03

    Check the receipt

    Each answer ships with sources, confidence and the passages it skipped. Disagree? Open the source and argue with it.

Trust

An answer you can audit is worth ten you can't.

MerKnow is built around a simple constraint: if it can't be sourced, it doesn't get said. That makes it slower to impress and much harder to fool.

Self-hosted optionNo training on your dataExport everything
“We stopped arguing about whose summary was right. Now we open the same paragraph together.”
Policy leadPublic-sector research team

Pricing

Priced by corpus, not by seat.

Solo

$0

1,000 pages, 50 questions a month.

Start free
Self-hosted

Custom

Your VPC or bare metal. Same engine, your keys.

Talk to us

Bring your pile. Leave with an index.

Upload a corpus, ask one honest question, and see whether the answer survives the source.

Request access