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Hancom AI

Tomorrow’s technology, chosen today.
ECHOIT is the distributor for Hancom AI solutions, connecting the data you already hold with new AI technology to widen what your teams can do.

ECHOIT is the distributor for Hancom AI solutions, connecting the data you already hold with new AI technology to widen what your teams can do.

See Hancom AI in action

The Hancom AI products

Four products divide the work between them — finding documents, turning them into data, writing with them, and bundling it into the office suite. Each card jumps to that product.

Hancom Pedia

Document search that is fast and exact

A search solution that finds what you need inside a large estate of documents.

Where it is usedCompanies and public institutions
File formatsHWP · HWPX · PDF

Grounded answers, with the source attached

A RAG model keeps hallucination to a minimum, and every answer arrives with the document it came from.

Search tuned to your own documents

Indexing and search settings are customised to the shape of your documents, so results come back optimised.

Inside Hangul as well as the browser

A Hangul add-on cuts the time spent hunting for material while writing. (Planned)

How it works

An administrator uploads and indexes the documents; from then on a user query is answered from inside them.

Hancom Pedia flow diagram, showing the administrator path that uploads and indexes documents alongside the system path that analyses a query and retrieves the answer from the vector database.

What Hancom Pedia does

Admin dashboard

Search activity and usage monitored across the organisation.

Web-based administration

Both the admin console and the user page run in a browser.

Natural-language search

Ask in plain language instead of keywords.

Document indexing

Internal documents indexed into a database on the rules you set.

RAG retrieval

Retrieval that reads context, not just matching words.

Result tuning

Search rules and a custom dictionary you maintain yourself.

Embedding model management

GPT, sLLM, and other AI models managed in one place.

Text and table output

Results composed into an answer as running text or a table.

Information protection

On-premise deployment and sLLM support keep company and customer data in place.

Hancom Data Loader

Awkward documents, turned into data AI can use

Text, tables, images, and charts are extracted from HWP, HWPX, PDF, and OOXML documents and structured into data ready for RAG and model training. HWP and HWPX are read from the original rather than converted to PDF first, so less is lost from tables and images.

Awkward documents, turned into data AI can use

Three things that stall an AI rollout

01

Every document has its own format

Templates and structures differ, so extracting consistent data is hard.
02

Manual pre-processing eats the schedule

Tidying a large document estate by hand costs both time and people.
03

What sits inside tables and images matters

When key information drops out during conversion, the quality of the AI output falls with it.

What it does

Formats it reads

HWP and HWPX are its speciality, and PDF and OOXML convert into structured data an AI system can take straight away.
HWP · HWPXPDFOOXMLStraight into AI and RAG

Reading order and structure

Deep learning and DLA technology read paragraph order and analyse coordinates and layout precisely.
Coordinate-based extractionCorrect reading orderOne column, two columns, translationsRule-based (HWP)Deep learning (PDF)

Elements classified automatically

Text, tables, images, and other elements are recognised and sorted into detailed object categories.
Heading, body, tableImage, chart, captionDate, formula, typefaceOCR

Difficult tables, still read

Tables without borders and tables with merged cells are turned into clean data.
Merged cellsBorderless tablesNested tables

How it is deployed

SaaS API

Nothing to install — start using it as a service
Scales up and down as demand changes
Lower up-front cost, faster to put to work

On-premises

Runs on your own servers for tighter security
Suited to public bodies and large firms handling sensitive data
Your own infrastructure, your own operating guarantees

System requirements

ItemRequirement
Operating systemLinux (Ubuntu 22.04 LTS recommended)
CPU1.6GHz, 2 cores or more
Memory20GB RAM or more
GPU24GB or more, CUDA 12.1 or later
Also requiredSemantix, graphics card driver, and Docker

Hancom Assistant

A writing tool that reads what you meant

Hancom Assistant is a document-writing tool that reads the intent behind a request and helps produce the document that was actually wanted.

What people hand it
Routine entry and repeated workDrafting by topicGenerating imagesSuggesting terms and phrasing
A writing tool that reads what you meant

What it does

AI built into document writing

Drafts by topic, corrections to the text, and conversational navigation through a document.

Models for closed networks too

Large cloud LLMs, plus a range of sLLMs for air-gapped environments.

Connected through an API

From Hancom Office to web office suites, Assistant plugs into other productivity tools through its API.

Add-ons per customer

Customer-specific functions connect as add-ons, for a workspace shaped to the team.

Hancom Assistant Plus Pack

A server solution that sits on top of the Hancom Office package. Supported on Hancom Office 2024 and later.

Hancom Assistant Plus Pack composition: the Hancom Office package plus a server solution of Chatbot, AI Hub, and sLLM, with OCR, STT, and de-identification available on top.

How it is put together

Hancom Office and the web services on a user machine reach the server through the client, and the server talks to external models.

Hancom Assistant system diagram: Hancom Office and the web services on a user machine reach the server through the client, and the server exchanges requests with external models such as Solar LLM, ChatGPT, EXAONE, and CLOVA X.

Hancom Office AI package

Hancom Office and Hancom Assistant, in one package

Hancom Office and Hancom Assistant, the AI tool that reads user intent, bundled together — from rollout through day-to-day administration.

What each package holds

Hancom Office AI package

Hancom Office 2024 or later
Hancom Assistant

Hancom Office AI package Plus

Hancom Office 2024 or later
Hancom Assistant
Hancom Office Web

What it changes

Supports the whole of document work, from first draft to final edit
One package to buy, roll out, and administer
AI joined to an installed office suite, on a footing that stays stable

Let us talk about what comes next for your business.

Tell us where you stand and why you are looking, and the right specialist will work out the direction with you.

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