AHHA Labs

What AHHA Labs does

AHHA Labs Inc. (아하랩스) is a South Korean industrial AI company founded in January 2018 that builds proprietary software platforms for AI-driven manufacturing operations. Its two core products are DAISY, a cloud-based AIOps platform for no-code AI model development, automated monitoring, auto-retraining, and edge deployment, and Data CAMP, a manufacturing big data integration and management platform built on Rust that interfaces with PLCs, sensors, cameras, and inspection machines via OPC-UA, MQTT, Modbus, and REST APIs. Together, the platforms form a closed-loop system: Data CAMP ingests and preprocesses heterogeneous factory data, which feeds DAISY for model training, quality monitoring, and continuous optimization. The company also markets ARA, an industrial AI Agent platform using RAG and Agentic AI for natural-language queries on production status, and previously sold LISA, an on-premise AI vision inspection platform discontinued in September 2025.

The company serves large enterprise manufacturers in automotive, secondary battery, semiconductor, chemical, petrochemical, and general manufacturing, with disclosed customers including three major global secondary battery manufacturers, a global tire brand, an electronics manufacturer with over KRW 1 trillion in annual sales, and a power generation operator. AHHA Labs monetizes through annual subscriptions for DAISY and Data CAMP (offered as cloud or on-premises deployments) plus professional services for custom AI solution deployment, smart factory consulting, and AI Agent construction. Sales are conducted via direct enterprise field engagement, with solution proposals from initial consultation through pilot to deployment and stabilization.

AHHA Labs is led by Vice Chairman Hyogun Lee (Ph.D.), Co-CEOs Kyungsoon Jung (Technology) and Dongcheol Lee (Business), CFO Gloria Choi, and VP Mir Park, with AI Lab and Platform Lab leadership. The company is headquartered in Seongnam-si, Gyeonggi-do, South Korea, with a US regional headquarters in Sunnyvale, California, and supports customers across Korea, Southeast Asia, and the United States. It was recognized as an AI Factory Specialized Company by the Korean Ministry of Industry in August 2025.

Name

AHHA Labs

Legal name

AHHA Labs Inc.

Website

https://ahha.ai

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

AHHA Labs is a South Korean industrial AI company that builds the DAISY AIOps platform and Data CAMP data integration platform, enabling no-code AI model development, automated monitoring, and edge deployment for enterprise manufacturers in automotive, secondary battery, semiconductor, chemical, and petrochemical industries.

Ownership category

akta.pro rank

Product category

Industrial AI Software

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Annotation Tooling & Workflow Management (HDAAALAC), AI/ML Engineering & Model Development Services (BPAEAHAF)

Keywords

• Industrial AI platforms
• Manufacturing data integration
• AIOps software
• Visual inspection AI
• Predictive maintenance

Headquarters

HQ city

Sujeong-gu, Seongnam-si

HQ country

South Korea

HQ region

Asia

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. DAISY AIOps Platform: Cloud-based and on-premises AI development and operations platform for industrial AI, offered as subscription with deployment options for cloud or on-premise environments. Includes collaboration features, auto-labeling, model monitoring, and automated retraining capabilities.
2. Data CAMP: Manufacturing big data integration and management platform sold as enterprise solution with web-based SaaS delivery. Supports data collection, preprocessing, transmission, storage, and analysis from heterogeneous manufacturing equipment.
3. Custom Implementation & Consulting Services: Custom AI solution deployment, smart factory consulting, AI vision inspection system implementation, equipment monitoring, data integration control, AI deployment and operation, and AI Agent construction project services for enterprise manufacturers.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels5 records

Core offering

AHHA Labs develops and sells two industrial AI platforms for manufacturers: DAISY, a cloud-based no-code AIOps platform for AI model development, labeling, monitoring, and deployment; and Data CAMP, a manufacturing big data integration and management platform that collects, preprocesses, and stores data from heterogeneous industrial equipment. The platforms together enable AI-driven quality inspection, anomaly detection, predictive maintenance, and process optimization for automotive, secondary battery, semiconductor, chemical, and petrochemical manufacturers.

Product overview

AHHA Labs offers a portfolio of two core industrial AI products: DAISY (AIOps platform) and Data CAMP (manufacturing big data platform). DAISY handles AI model development and automated operations, while Data CAMP handles heterogeneous data collection and preprocessing from factory equipment. The two products are designed to work together — Data CAMP collects and prepares manufacturing data which feeds into DAISY for AI model training and operations.

Differentiator

Problem solved

Functional benefit

Brands

• DAISY: Industrial AI development and operations (AIOps) platform for manufacturing
• Data CAMP
• LISA
• ARA

Products and services

• DAISY DAISY is an Industrial AI Development and Operations (AIOps) platform that enables no-code AI model development and automated operations for manufacturing environments. It offers automated labeling, model pipeline design, data drift monitoring, automatic retraining, and edge deployment for enterprise manufacturers in automotive, secondary battery, semiconductor, chemical, and petrochemical industries.
• Data CAMP Data CAMP is a manufacturing big data integration and management platform that collects, preprocesses, transmits, stores, and monitors data from heterogeneous industrial equipment including PLCs, sensors, cameras, and inspection machines. Built on Rust and supporting OPC-UA, MQTT, Modbus, PLC, and REST API protocols, it provides a no-code block-coding UI for data pipelines and SPC-based analysis for enterprise manufacturers.
• Custom Implementation & Consulting Services Professional services for enterprise manufacturers including custom AI solution deployment, smart factory consulting, AI vision inspection system implementation, equipment monitoring, data integration control, AI deployment and operation, and AI Agent construction projects.

Quantifiable outcome

• Reduce false alarms by 97%
• +5 more outcomes

Named customers5 records

Segments2 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability10 records

Feature13 records

Partnerships

Two partnerships are on record, tiered minor.

• Korea Data Industry Promotion AgencyminorOthers · 10 January 2025AHHA Labs participates in the 2025 Data Voucher Support Program as a data/big data and AI solution provider, enabling small and medium enterprises to receive subsidized AI and data integration services.
• Korea Institute of Industrial Technology (KITECH)minorStrategic or Co-development PartnerCo-research and development partnership with KITECH for Physical AI solutions, specifically for developing automated deburring process solutions for die-casting components.

Scale indicators11 records

Recent moves10 records

Expansion highlights5 records

Direct peers

• Sight Machine: Sight Machine's manufacturing data and AI platform combines factory data integration, no-code analytics, and AI applications for yield, quality, and throughput — a comparable end-to-end 'data + AI' stack for discrete and process manufacturers.
• Landing AI: Landing AI's LandingLens is a no-code/low-code industrial vision AI platform with auto-labeling and continuous model retraining — directly comparable to DAISY's no-code visual UI, Label Assistant auto-labeling, and auto-retraining loop for manufacturing inspection use cases.
• Cognite: Cognite's industrial DataOps platform (Cognite Data Fusion) does essentially the same job as AHHA Labs' Data CAMP — unifying OT/IT data from PLCs, sensors, and historians into a contextualized data foundation for industrial AI and analytics, targeting the same manufacturing and process-industry buyers.
• MakinaRocks: Korean industrial AI startup offering an MLOps platform (Run:AI-equivalent) plus AI solutions for semiconductor and manufacturing customers; the closest direct Korean peer competing for the same Korean enterprise AI budgets.
• Uptake: Uptake's Industrial AI platform combines asset data ingestion with no-code model building and predictive maintenance applications for asset-heavy industries — closely comparable to AHHA Labs' predictive maintenance and anomaly detection use cases.
• Braincube: Braincube provides an Industrial AI Platform with IIoT data collection, no-code app building, and applied AI for production optimization — overlapping closely with AHHA Labs' Data CAMP + DAISY value proposition for plant operators.
• SparkCognition: SparkCognition delivers industrial AI solutions for visual inspection, predictive maintenance, and asset optimization across manufacturing and energy — overlapping with AHHA Labs' computer vision inspection and predictive maintenance offerings.

Broad incumbents

• C3.ai: C3.ai's enterprise AI application platform serves manufacturing, process industries, and asset-intensive operators with pre-built AI applications — a broader, more generalist competitor to AHHA Labs' industrial-focused AI platform.
• Siemens (MindSphere / Industrial AI): Siemens bundles MindSphere IIoT, Opcenter MES, and AI-driven analytics with its installed base of industrial automation equipment — a broad incumbent offering an overlapping industrial AI/data stack to global manufacturers.
• PTC (ThingWorx): PTC's ThingWorx industrial IoT and AI platform competes for the same digital factory and connected-operations budget as Data CAMP, particularly through its Kepware connectivity suite for PLC and equipment data.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/ahhalabs

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 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 AHHA Labs