MangoCloud

What MangoCloud does

MangoCloud (망고클라우드 주식회사) is a Busan, South Korea-based private SaaS company founded in 2016 (originally as MDsoft, rebranded to MangoCloud in 2019) that provides AI-powered data collection, content management, and generative AI solutions primarily to Korean government agencies and public institutions. The company's product portfolio consists of four integrated cloud services: MangoScan, which collects and processes data from Surface Web, Deep Web, and Dark Web sources for customized intelligence output; MangoTeams, a cloud-based Enterprise Content Management (ECM) platform with full-text search, OCR, and document lifecycle management; HeyMango, a RAG-based generative AI chatbot for organizational knowledge retrieval; and HeyMango RAG, an advanced enterprise version with chunk management and hybrid search capabilities.

MangoCloud's technology stack combines proprietary RAG architecture (chunk management, vector similarity search, answer reranking) with third-party foundation models via the January 2026 partnership with LG AI Research for EXAONE integration. The company holds multiple granted Korean patents covering IoT vulnerability inspection, content management systems, and AI chatbot services. HeyMango holds GS 1st-grade certification from KTR and CSAP cloud security certification from KISA, validating both software quality and cloud security for public-sector deployment.

The company monetizes primarily through SaaS subscriptions (HeyMango, MangoTeams), custom professional services engagements (MangoScan data collection), and ECM software licenses, with quote-based enterprise pricing sold through direct field sales and government procurement catalog registrations (조달청 디지털서비스 카탈로그, 조달청 벤처나라). The go-to-market motion is concentrated in Korean central and local government agencies, with a customer base that includes the National Health Insurance Service, Korea Workers' Compensation and Welfare Service, Korea Airports Corporation, ETRI, and multiple municipal governments. Geographic footprint is exclusively domestic Korean, and the company is privately held with no disclosed external funding rounds.

Name

MangoCloud

Legal name

망고클라우드 주식회사

Website

https://mangocloud.io

Company type

Private

Founded year

2016

Operating status

Operating

Short description

MangoCloud is a Busan, South Korea-based AI SaaS company providing web data collection (MangoScan), enterprise content management (MangoTeams), and RAG-based generative AI chatbots (HeyMango) primarily to Korean government agencies and public institutions.

Ownership category

akta.pro rank

Product category

AI & Enterprise Cloud Software

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

akta.pro secondary industries

Document Capture, Scanning, OCR/ICR & Intelligent Document Processing (IDP) (HDAEAGAD), AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

Keywords

• Web data collection
• Enterprise content management
• Generative AI chatbot
• RAG solutions
• AI transformation services

Headquarters

HQ city

Daegu

HQ country

South Korea

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Subscriptions (HeyMango, MangoTeams): Cloud-based AI and ECM solutions sold as subscription licenses to government agencies and enterprises, including government procurement catalog contracts (조달청 디지털서비스 카탈로그).
2. Custom Data Collection Services (MangoScan): Customized data collection and analysis services producing tailored datasets from internet sources for specific customer needs.
3. ECM Software Licenses: Enterprise content management platform licenses with lifecycle management, search, and security features.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Core offering

MangoCloud provides AI transformation software through four integrated cloud platforms. MangoScan collects and processes data from Surface Web, Deep Web, and Dark Web into customized datasets and monitors cybersecurity threats. MangoTeams is a cloud-based Enterprise Content Management (ECM) platform providing document lifecycle management and full-text search across HWP, PDF, and MS Office documents with OCR. HeyMango is a Retrieval-Augmented Generation (RAG)-based generative AI chatbot that delivers source-cited answers in everyday language, and HeyMango RAG adds advanced chunk management and hybrid search for business-purpose AI optimization.

Product overview

MangoCloud is an AI transformation company offering a portfolio of four integrated cloud services. MangoScan handles internet data collection from Surface, Deep, and Dark Web sources; MangoTeams provides cloud-based ECM for content lifecycle management and document search; HeyMango is the core generative AI chatbot platform powered by RAG; and HeyMango RAG builds on it with advanced chunk management and hybrid search for business-purpose AI optimization. The four services are designed to work together: MangoScan feeds data into HeyMango for AI learning, MangoTeams manages documents that HeyMango can query, and HeyMango RAG extends the platform for enterprise-grade knowledge retrieval.

Differentiator

Problem solved

Functional benefit

Brands

• 망고스캔 (MangoScan): Internet data collection and analysis service that gathers data from Surface Web, Deep Web, and Dark Web
• 망고팀즈 (MangoTeams)
• 헤이망고 (HeyMango)
• 헤이망고 RAG (HeyMango RAG)

Products and services

• MangoScan (망고스캔) An internet data collection and analysis platform that aggregates data from Surface Web, Deep Web, and Dark Web to produce customized datasets for customer requirements. Also monitors cybersecurity threat data in real time to detect and block cyber attacks. Targeted at government agencies, research institutes, and enterprises needing intelligence from diverse web sources.
• MangoTeams (망고팀즈) A cloud-based Enterprise Content Management (ECM) platform that consolidates content lifecycle management (registration, management, sharing, disposal), with full-text search across HWP, PDF, and MS Office documents, metadata tagging, OCR conversion of paper documents, and streaming preview. Targeted at government agencies and enterprises converting analog workflows to digital form.
• HeyMango (헤이망고) A generative AI chatbot solution using RAG (Retrieval-Augmented Generation) to understand conversational intent, learn from organizational knowledge bases, and deliver source-cited answers in natural everyday language. Enables non-experts to easily manage AI-based responses for customer knowledge bases. Targeted at government agencies, research institutes, and enterprises.
• HeyMango RAG (헤이망고 RAG) An AI-based RAG solution optimized for specific business purposes with chunk management and AI assistant configuration. Supports hybrid search across various unstructured document formats with complex structures, delivering accurate results through refined data management and AI role configuration. Targeted at organizations with complex document collections requiring AI-powered knowledge retrieval.

Quantifiable outcome

• HeyMango RAG achieved GS 1st-grade certification from KTR (Korea Testing & Research Institute)
• +3 more outcomes

Named customers16 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature5 records

Partnerships

Seven partnerships are on record, tiered core and minor.

• LG AI研究院 (LG AI研究院)coreTechnology or Integration · 22 January 2026MangoCloud entered into a partnership with LG AI研究院 for the EXAONE AI model. This partnership enables MangoCloud to integrate LG's large-scale AI model into its HeyMango product suite, enhancing generative AI capabilities for enterprise and government customers.
• 아이티윈 (ITWin)minorChannel Partner/ Reseller/ Distributor · 1 September 2025MangoCloud signed a partner contract with ITWin in September 2025. ITWin serves as a distribution and channel partner for MangoCloud's AI and ECM products.
• 부산기계공업고등학교 (Busan Mechanical Engineering High School)minorStrategic or Co-development Partner · 1 January 2020Signed an industry-academia cooperation agreement with Busan Mechanical Engineering High School in 2020 for talent development and collaboration.
• 한국데이터산업진흥원 (Korea Data Industry Promotion Agency)minorStrategic or Co-development Partner · 1 January 2019Designated as a data voucher supply company by the Korea Data Industry Promotion Agency in 2019, providing general data processing services (2 cases).
• 엠디소프트 (MDsoft)coreOthers · 1 January 2016MDsoft was the original company name established in 2016. The company was rebranded to MangoCloud Corporation in 2019 through a corporate transformation, making MDsoft the predecessor entity.
• 부산정보산업진흥원 (Busan Information Industry Promotion Agency)minorStrategic or Co-development PartnerBusan Information Industry Promotion Agency is a partner and cooperation organization, having awarded MangoCloud the Seagull Software Startup Academy Encouragement Award in 2018.
• 부산창조경제혁신센터 (Busan Creative Economy Innovation Center)minorStrategic or Co-development PartnerListed as a partner and cooperation organization on MangoCloud's partner page.

Scale indicators3 records

Recent moves7 records

Expansion highlights5 records

Broad incumbents

• Naver Cloud: South Korea's largest domestic cloud and AI platform, offering HyperCLOVA X foundation models, CLOVA Chatbot, and enterprise document AI. Directly competes with HeyMango in Korean enterprise AI chatbots and serves overlapping government/public-sector customers with broader scale and bundling power.
• LG AI Research: Korean foundation-model developer behind EXAONE, which is now MangoCloud's strategic partner. As the model provider, LG is also a structural competitor that could commercialize EXAONE-based enterprise AI directly to government and large enterprise customers, disintermediating application-layer players like MangoCloud.

Emerging players

• Skelter Labs: Korean AI startup providing enterprise conversational AI and document-grounded Q&A solutions, including its own LLM-powered chatbot platform. Overlaps with HeyMango's target use cases in Korean enterprise knowledge management but at earlier-stage scale.
• Druid AI: Enterprise conversational AI platform focused on RAG-based virtual assistants for HR, IT, and operations use cases. Strong functional overlap with HeyMango's internal knowledge-base chatbot positioning for government and enterprise back-office workflows.
• Wrtn Technologies (뤼튼): Korean generative AI platform offering Wrtn GPT and enterprise AI tools targeted at Korean productivity and document workflows. Competes with HeyMango for Korean enterprise AI budget, particularly among SMB and education segments, though less focused on public procurement.

Regional players

• Bespin Global: Korean cloud managed services and AI/Data consulting firm that helps enterprises and public-sector organizations deploy cloud and AI workloads. Adjacent competitor-partner that could either partner with MangoCloud or compete for the same Korean government digital transformation wallet.

Direct peers

• Kore.ai: Global enterprise conversational AI / RAG platform offering no-code chatbots and AI agent orchestration. Comparable to HeyMango in product architecture (RAG + hybrid search + enterprise deployment), serving as a benchmark for international scaling potential that MangoCloud currently lacks.
• MarkAny: Korean enterprise content and document security vendor with ECM, DRM, and AI-powered content analytics offerings. Closely comparable to MangoTeams for document/content lifecycle management within Korean government and regulated industries, and an established alternative in procurement contexts.
• Saltlux: Long-established Korean AI company offering enterprise AI, NLP, knowledge management, and conversational AI platforms. Targets Korean government and large enterprises with comparable RAG-style question-answering and document intelligence solutions, making it the most direct domestic peer to HeyMango.
• Cognigy: Enterprise conversational AI platform with strong RAG and agentic AI capabilities, used by large enterprises and contact centers globally. Direct product comparable to HeyMango RAG and a reference point for what MangoCloud would need to build to compete beyond Korea.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• Facebookfacebook.com/mangocloud.corp

Compliance17 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about MangoCloud