Merkys

A private AI chat that knows your company's documents.

Ask questions in plain language, the way you would in ChatGPT. Merkys searches all of your company's documents and replies with a citation for every claim. It runs on your own servers, and when your documents don't support an answer, it says so instead of guessing.

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ON-PREMISE CITED ANSWERS PERMISSION-AWARE
MERKYS · KNOWLEDGE CHAT
What's the notice period for ending a supplier contract?
Standard supplier contracts need 60 days' written notice [1]. Contracts signed before 2024 keep a 90-day term unless they were amended [2].
1Procurement policy v4.pdf· SharePoint, p. 12
2Supplier terms FAQ· Confluence
GROUNDED IN 2 SOURCES

Runs on your infrastructure

Deploy on your own Kubernetes cluster with local language and embedding models. Your documents and their index stay inside your network.

Answers only from your documents

Every answer links to the passages behind it. You decide what happens when support is weak: a warning, a disclaimer, or no answer at all.

Respects who can see what

Search follows the permissions of each source system and your organisation's roles. People only get answers from documents they're allowed to open.

From scattered files to an answer you can check.

Merkys indexes the systems you choose, then combines meaning-based and keyword search, so exact terms, codes and names are found as reliably as concepts.

  1. 01

    Connect your sources

    Pick the systems, spaces, folders and files Merkys should index. Sync on a schedule or on demand.

  2. 02

    Index with permissions attached

    Content is extracted and each passage keeps its source and access rules, so citations and permissions carry through to every answer.

  3. 03

    Ask in plain language

    Ask a question, follow up, narrow it down. Attach a file to work on it in the same conversation.

  4. 04

    Retrieve the evidence

    Hybrid search finds the relevant passages across every connected source you have access to.

  5. 05

    Get a cited answer, or an honest no

    Each claim links to its source. If the evidence isn't there, Merkys says so and shows you the closest material it found.

Built for everyday work with documents.

Knowledge chat

A chat interface like ChatGPT, connected to every system you index. Ask, follow up, search your history, and share read-only conversations with colleagues.

CITED SOURCES

Deep Search

For questions that need more than one lookup. Merkys plans the research, works through sub-questions and writes up a report.

MULTI-STEP RESEARCH

Document work

Attach files to summarise, explain or extract from them. Download results as PDF, Word or Markdown.

PDF · DOCX · MD

Custom assistants

Set up assistants for a team or task, each with its own instructions, allowed roles and knowledge scope.

PER-TEAM SCOPE

Where your team works

Use the web app, embed chat on your website, or ask in Slack and Microsoft Teams. APIs and webhooks for everything else.

WEB · SLACK · TEAMS

Admin and insights

Manage roles and answer policies, review the audit log, and see usage, popular questions and gaps in indexed content.

AUDIT LOG

Connects to the systems you already use.

Each connection has its own authorisation and scope. Administrators can limit which connectors are available.

Built for the documents your industry runs on.

The same cited, private assistant, set up with the sources, workflows and vocabulary of your field.

  • Healthcare

    Cited answers from Lithuanian healthcare law and your own procedures, contract review against mandated templates, and patient-complaint assessment.

    See healthcare →

  • Manufacturing

    Answers from the right machine’s manual, cited to the source, plus pilot add-ons for troubleshooting, similar-part search and CAD release checks.

    See manufacturing →

  • Law

    Public procurement work drafted from the law and your evidence, starting with abnormally low price justifications, built with practising lawyers.

    See Merkys Law →

Your servers, your models, your rules.

Merkys is built to be installed inside your environment, not rented as someone else's cloud service. We deploy it with your team and hand over full control.

DEPLOYMENT
Kubernetes, on-premise or in your private cloud.
MODELS
Local generation and embedding models. Hosted providers only if you choose them.
DATA
Documents, indexes and conversations stay in your environment.
ANSWER POLICY
Set confidence thresholds: warn, add a disclaimer, or decline unsupported answers.
ACCESS
Source permissions enforced. Viewer, Content Manager and Admin roles.
AUDIT
Audit log with filtering and export.
LANGUAGES
English and Lithuanian interface.

See Merkys working on your own documents.

Book a 30-minute demo. We'll walk through search, citations and deployment options for your setup.

Book a demo