What Humblebeeai does

HumbleBeeAI is a privately held AI studio founded in 2022 and headquartered in Incheon, South Korea, with a 11–50 person team operating branch offices in Tashkent and Namangan (Uzbekistan) and a Venture Studio entity in the Qatar Financial Centre. The company designs and delivers custom AI and machine learning solutions across six service lines: Computer Vision, Generative AI, AI Agents and Conversational AI, Data and Business Analytics, Custom AI Development and Research, and AI Deployment and MLOps. It serves enterprise, government, and educational clients, with named engagements including Johnson & Johnson (predictive customer targeting at 96.8% accuracy, AVNRT ablation data analysis, patient report automation), Customs Uzbekistan (local LLM and Computer Vision document processing at 90% faster throughput and 97% fewer errors), and distribution-platform clients running shelf analysis and fraud detection across 500+ retail locations.

The company's underlying technology is a multi-modal AI stack spanning text, image, video, audio, structured data, and combined modalities. Proprietary components include a multi-layered anti-fraud detection system (device screen detection, closed-door verification, OCR-based miniature image analysis) and local LLM/CV pipelines engineered for data sovereignty. Supporting the delivery organization is a talent ecosystem branded as HumbleBeeAI Academy — a 4-stage full-time AI engineering training program (Soft Landing, Foundation, Growth-3) combined with a free open curriculum (roadmap.humblebee.ai), NYAIE Scholarship funding, and university research ties to KAIST, Inha, SKKU, Sejong, Woosong, and Gachon.

HumbleBeeAI generates revenue primarily through enterprise professional services engagements booked via Calendly demo scheduling (quote-based) and Academy tuition. Supplementary distribution includes an Upwork agency profile serving mid-market project-based demand. The company has expanded its footprint from a single South Korean office in 2022 to a multi-jurisdiction Korea–Central Asia–Middle East operation by 2025, and holds a Korean government patent related to intelligent systems and autonomous vehicle research.

Name

Humblebeeai

Legal name

HumbleBeeAI (비인텔리전스글로벌)

Website

https://humblebee.ai

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

11–50 employees

Short description

HumbleBeeAI is a privately held South Korean AI studio (founded 2022) that builds custom computer vision, generative AI, AI agent, and analytics solutions for enterprise and government clients, supported by an in-house Academy talent pipeline and offices in Korea, Uzbekistan, and Qatar.

Ownership category

akta.pro rank

Product category

AI Consulting Services

NAICS

Software Publishers (5132), Professional and Management Development Training (611430), Computer Training (611420)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Data Science, Machine Learning & AI (Modeling, MLOps, GenAI) (EDABAFAE), Model Transparency, Explainability & Interpretability (XAI) (HDAAAMAB)

Keywords

• Custom AI development
• Computer vision solutions
• Generative AI services
• AI engineering training
• Machine learning consulting

Headquarters

HQ city

Namangan

HQ country

Uzbekistan

HQ region

Asia

Offices5 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. AI Consulting and Custom Development Services: Custom AI solution development and consulting engagements for enterprise clients. Projects span the full AI lifecycle from R&D to deployment, covering Computer Vision, Generative AI, AI Agents, Data & Business Analytics, Custom AI Development, and MLOps.
2. Academy Programs: Full-time offline AI engineering training programs with 4 stages (Engineering Fundamentals, Soft Landing, Foundation, Growth-3). Programs feature mentorship, portfolio building, and career placement. Additionally offers NYAIE Scholarship for future AI talents.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels5 records

Core offering

HumbleBeeAI provides custom AI and machine learning development services across six core solution areas: Computer Vision, Generative AI, AI Agents & Conversational AI, Data & Business Analytics, Custom AI Development & Research, and AI Deployment & MLOps. The company delivers end-to-end AI projects from R&D through production deployment for enterprise, government, and academic clients. In addition, it operates the HumbleBeeAI Academy, a full-time AI engineering training program, and offers the bRide AI productivity platform.

Product overview

HumbleBeeAI operates as an AI studio providing custom AI solutions across six core service areas: Computer Vision Solutions, Generative AI Solutions, AI Agents & Conversational AI, Data & Business Analytics, Custom AI Development & Research, and AI Deployment & MLOps. The company has built a full-stack AI ecosystem comprising the HumbleBeeAI Academy (full-time training program with Soft Landing, Foundation, and Growth-3 stages), the Open AI Engineering Curriculum (free open-source learning roadmap), and client-facing engineering teams. Supporting products include bRide (AI productivity platform) and NYAIE Scholarship. Solutions include specialized platforms like Shelf Analysis AI (90%+ accuracy, 80% time reduction) and Fraud Detection Systems (90%+ accuracy) deployed for enterprise clients across retail, healthcare, customs, and distribution sectors.

Differentiator

Problem solved

Functional benefit

Brands

• HumblebeeAI Academy: Official talent incubation system offering structured 4-stage AI engineering growth journey including Soft Landing, Foundation, and Growth-3 programs.
• Ot va Chavandoz
• HumbleBeeAI Venture Studio

Products and services

• Computer Vision Solutions Custom AI-powered visual recognition solutions delivering 90%+ accuracy for retail shelf analysis, fraud detection (device screen detection, closed-door verification, miniature image analysis), and document automation across 500+ locations. Built for enterprise clients in retail, FMCG, beverage, pharmaceutical, and automotive sectors.
• Generative AI Solutions Custom generative AI solutions leveraging diffusion models, large language models, and multimodal systems for content generation, video dubbing pipelines (ASR + LLM translation + TTS), and intelligent automation. Built for enterprise clients seeking generative AI applications.
• AI Agents & Conversational AI Intelligent conversational systems and autonomous AI agents that execute multi-step actions with RAG integration, vector database retrieval, and tool calling capabilities. Includes multi-agent AI systems and RAG-powered helpdesk platforms integrated with ERPNext documentation.
• Data & Business Analytics Predictive analytics and business intelligence solutions achieving up to 96.8% accuracy in customer targeting using XGBoost and SHAP explainability. Includes CARTONET analysis dashboards, event impact analysis with Power BI, AVNRT ablation data pattern analysis, and hotel dynamic pricing.
• Custom AI Development & Research End-to-end custom AI development from research to production, including model training, fine-tuning with LoRA/QLoRA, evaluation frameworks, and bespoke algorithm design for clients across healthcare, retail, manufacturing, and government sectors.
• AI Deployment & MLOps Production deployment services including containerization with Docker, CI/CD pipelines, FastAPI-based serving, cloud infrastructure management, and edge AI deployment. Supports transition of AI models from research prototypes to production-ready systems.
• HumbleBeeAI Academy Full-time offline AI engineering training program (40 hours/week) with a four-stage growth journey (Soft Landing, Foundation, Growth-3) combining real-world projects, mentor review, and RISE© performance evaluation. Specializations include Computer Vision, NLP, Data Science, Generative AI, and AI Software Engineering.
• bRide AI-powered productivity platform designed to scale human capabilities, optimize execution, and amplify professional growth by combining multiple AI modalities.
• On-Demand Mentorship 1-on-1 expert sessions with AI practitioners for technical deep dives, code review, and career guidance, delivered as a paid add-on to the HumbleBeeAI Academy ecosystem.

Quantifiable outcome

• 96.8% accuracy in customer targeting
• +5 more outcomes

Named customers21 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability15 records

Feature3 records

Partnerships

Four partnerships are on record, tiered core and minor.

• Inha UniversitycoreStrategic or Co-development Partner · 31 August 2025Strategic partnership involving regular engagement, joint initiatives, and academic collaboration. HumbleBeeAI team members (Jumabek Alikhanov, Oybek Eraliev, Seunghyun Ko) hold degrees from Inha University. The partnership includes strategic meetings and potential research collaboration.
• Sungkyunkwan University (SKKU)minorStrategic or Co-development Partner · 31 July 2025HumbleBeeAI visit to SKKU for potential partnership and collaboration discussions in AI research and talent development.
• KAIST ICLabcoreStrategic or Co-development Partner · 30 June 2025Research collaboration with KAIST (Korea Advanced Institute of Science and Technology) Intelligence Computing Lab focused on joint AI research initiatives.
• NYAIE FoundationcoreStrategic or Co-development PartnerNYAIE Scholarship program backs future AI leaders through the HumbleBeeAI Academy. Study expenses can be fully or partially covered for individuals with strong motivation and expertise.

Scale indicators6 records

Recent moves11 records

Expansion highlights7 records

Direct peers

• DataCamp: Online data science and AI training platform with structured curricula and corporate learning offerings. Comparable to HumbleBeeAI Academy for the structured, cohort-based AI engineering training product.
• Neal Analytics: AI and analytics consultancy specializing in custom ML solutions, computer vision, and MLOps for enterprise clients. Highly comparable as a focused AI services firm delivering custom solutions across CV, NLP, and predictive analytics.
• Datatonic: AI and data consultancy delivering production-grade ML, MLOps, and generative AI solutions to enterprise clients. Comparable in service mix (custom AI development, CV, data analytics) and similar scale-tier to HumbleBeeAI.
• DeepLearning.AI: AI education and training provider offering courses, specializations, and applied AI programs. Directly comparable to the HumbleBeeAI Academy training arm in AI/ML education and curriculum design.
• KUNGFU.AI: Boutique AI/ML consultancy focused on custom ML solutions, computer vision, and MLOps. Closely comparable in business model and offering mix for enterprise AI engagements.

Broad incumbents

• Slalom: Global AI/ML and data consulting firm offering custom enterprise AI solutions across multiple verticals. Comparable as a direct competitor for mid-market and enterprise custom AI engagements, though substantially larger and broader in geographic reach.
• Appen: AI data and services company providing data annotation, model evaluation, and AI deployment services globally. Comparable as a data-centric AI services provider with global delivery capabilities.
• DataRobot: Enterprise AI platform providing automated ML, MLOps, and predictive analytics tooling. Overlaps with HumbleBeeAI's data analytics and MLOps service lines, though positioned as a platform rather than services firm.
• Tata Consultancy Services: Global IT services and consulting giant with substantial AI/ML, analytics, and digital transformation practices. Overlaps with HumbleBeeAI in custom enterprise AI solutions but operates at much larger scale.

Regional players

• Innodata: Global AI data services and solutions provider with strong delivery in emerging markets (Philippines, India, Israel). Comparable to HumbleBeeAI in the emerging-market talent-delivery model for AI services.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/humblebeeai
• GitHubgithub.com/humblebeeai
• YouTubeyoutube.com/@HumbleBeeAI
• Facebookfacebook.com/humblebeeai
• LinkedInlinkedin.com/company/humblebeeai
• Instagraminstagram.com/humblebeeai

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 records

Subsidiaries2 records

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 Humblebeeai