Semantic search across millions of pages of corporate documents — including scanned ones. The system understands the meaning of a query rather than matching keywords. An answer in 30 seconds instead of hours of manual searching.
For whom: the quasi-government sector, oil and gas, law firms, banks, insurers — any organization with an archive of 50,000 pages or more. Built on AWS Bedrock + a vector database; data stays in Kazakhtelecom Cloud or on-premise.
Finding the right document or standard takes anywhere from 30 minutes to several hours — an employee browses through folders by hand.
Employees duplicate work: they don't know that a similar project has already been done and the solution is in the archive.
Scanned documents are not indexed by Windows/SharePoint search — searching through them is physically impossible.
When an employee leaves, the knowledge leaves with them — there is no structured access to their materials.
Legal and technical standards are “buried” in volumes of documentation — finding a specific clause by hand is unrealistic.
Different employees answer the same client question differently — interpreting documents from memory.
We agree on the metrics with you before work begins. If we don't reach them, we keep working until we do or refund the money proportionally.
Understands the meaning of a query, not keywords. “How do I obtain a permit for a hazardous facility?” — finds all relevant standards across different documents.
Search by document type, date, department, project, author. Narrow the results in seconds.
Recognizes text from scanned PDFs and photos. Honestly reports the OCR accuracy for each material.
SharePoint, Google Drive, 1C, Confluence, file servers. No data migration required.
Kazakh, Russian, English. A search in one language finds documents in another.
Shows what changed between two versions of a document. Critical for regulations and contracts.
Every answer comes with a link to the document and the page number. The employee sees the original source.
Everyone sees only what they have rights to. The archive stays secure even with broad access.
We'll run a test on 1,000 of your documents — within 2 business days we'll show the search quality on your data. The pilot runs 4–6 weeks, and we'll measure the result together.
