What EAGLYS does

EAGLYS Corporation (EAGLYS株式会社) is a Tokyo-based private technology company founded in December 2016, headquartered in Shibuya with a branch in Hiroshima. The company specializes in "secret computation" — primarily homomorphic encryption, supplemented by Trusted Execution Environments (TEE) and federated learning — combined with AI to enable computation, AI training, and inference on encrypted data without decryption. EAGLYS serves Japanese enterprise customers primarily in manufacturing, logistics, chemicals/materials, and trading, with named relationships including Tsubakimoto Chain, Mitsubishi Heavy Industries, JR East, Mitsui & Co., Nagase Sangyo, Otsuka Chemical, Pasona JOB HUB, and EmotionX.

Its product portfolio is structured in three layers. The DataArmor middleware family (GATE AI, GATE DB) provides encrypted database operations and encrypted AI model execution supporting regression, neural networks, decision trees, random forests, and boosting algorithms (XGBoost, LightGBM) on multi-cloud infrastructure. The EAGLYS ALCHEMISTA platform applies Materials Informatics with secure cross-company data collaboration for materials development, with ALCHEMISTA Labs (general availability June 2026) extending into AI-driven experimental data structuring. The MINING AI suite adds specialized modules — Agentic (autonomous decision support), Refine (AI quality governance with hallucination scoring and real-time guardrails), Optimization (mathematical optimization with digital twin), Video Analysis, Knowledge (RAG), Structure X, and Fuse (data fusion) — with EAGLYS Bianca and Confidential AI Professional Services rounding out the offering.

EAGLYS monetizes through SaaS/platform subscriptions on annual or multi-year terms alongside professional services for implementation, customization, and co-development. The go-to-market is direct enterprise field sales, supplemented by strategic distribution partnerships including Microsoft Azure for cloud deployment and major Japanese conglomerates that function as both customers and channel partners. The company joined the Confidential Computing Consortium (Linux Foundation) in May 2026, holds ISO/IEC 27001, JIS Q 27001, ISO/IEC 27017 certifications, and operates as a GDPR-compliant processor. Total disclosed funding through Series A (February 2021) is approximately $9.5M from investors including SBI AI&Blockchain Investment Fund, BIPROGY, Tsubakimoto Chain, Segue Group, Hakuhodo DY Holdings, User Local, and TIS Inc.; revenue is not publicly disclosed.

Name

EAGLYS

Legal name

EAGLYS株式会社

Website

https://eaglys.co.jp

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

EAGLYS provides a Confidential AI platform combining homomorphic encryption with AI to enable encrypted data processing, AI training, and cross-company data collaboration. It serves Japanese enterprises in manufacturing, logistics, chemicals/materials, and trading with DataArmor middleware, ALCHEMISTA materials informatics, and the MINING AI suite.

Ownership category

akta.pro rank

Product category

Confidential AI Software

NAICS

Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Security Systems Services (except Locksmiths) (561621)

SIC

Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)

akta.pro secondary industries

Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), OCR, ICR & Intelligent Document Processing (IDP) (BPAAAKAB)

Keywords

• Homomorphic encryption software
• Confidential AI platform
• Secure data collaboration
• Materials informatics software
• Encrypted AI processing

Headquarters

HQ city

Tokyo

HQ country

Japan

HQ region

Asia

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS / Platform Subscriptions (DataArmor, ALCHEMISTA): EAGLYS derives recurring revenue from SaaS/platform subscriptions including DataArmor GATE DB, DataArmor GATE AI, and EAGLYS ALCHEMISTA. These are offered as cloud-based or on-premises solutions on annual or multi-year subscription terms.
2. Professional Services (Confidential AI Professional Services): EAGLYS offers professional services for implementation, customization, and co-development of secret computation and AI solutions, working closely with customers to integrate the platform into their existing workflows.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels6 records

Core offering

EAGLYS provides a Confidential AI software platform that combines secret computation (homomorphic encryption, TEE, federated learning) with AI to enable data analysis, AI training, and inference on encrypted data. Its flagship products are the DataArmor GATE AI and DataArmor GATE DB middleware, the EAGLYS ALCHEMISTA materials-informatics platform (with a freemium Labs version), the MINING AI suite for AI quality governance and operational optimization, and EAGLYS Bianca. The company also offers Confidential AI Professional Services for implementation and consulting.

Product overview

EAGLYS provides a Private AI platform combining secret computation and AI technologies. The product portfolio centers on the DataArmor middleware family (DataArmor GATE AI, DataArmor GATE DB) for encrypted data processing, and the EAGLYS ALCHEMISTA platform for Materials Informatics with secure inter-company data collaboration. The MINING AI suite offers specialized AI modules including Agentic (autonomous decision support), Refine (AI quality governance), Optimization (mathematical optimization), Video Analysis (visual intelligence), Knowledge (RAG-based retrieval), Structure X, and Fuse for enterprise AI deployment. EAGLYS ALCHEMISTA Labs provides experimental data management, while Confidential AI Professional Services enables implementation support.

Differentiator

Problem solved

Functional benefit

Brands

• ALCHEMISTA: AI platform product line
• ALCHEMISTA Labs
• DataArmor GATE AI
• DataArmor GATE DB
• MINING AI series

Products and services

• DataArmor GATE AI Middleware for executing AI training and inference on encrypted data using secret computation (homomorphic encryption, TEE, federated learning). Designed for enterprises that need to apply AI to confidential or IP-sensitive data without exposing the raw data.
• DataArmor GATE DB Encrypted database middleware that enables SQL-based analysis and aggregation on encrypted data while preserving confidentiality. Targeted at enterprises that need to analyze sensitive data using standard database workflows.
• EAGLYS ALCHEMISTA Materials informatics solution platform for AI-driven materials and formulation development, with search, analysis, and prediction functions for researchers in materials, chemicals, and life sciences.
• EAGLYS ALCHEMISTA Labs Freemium version of EAGLYS ALCHEMISTA for hands-on experimentation with materials informatics AI and search functions. Aimed at researchers and developers evaluating materials informatics capabilities.
• MINING AI Agentic Module within the MINING AI suite that provides agentic AI capabilities for autonomous task execution in AI operations and quality governance workflows.
• MINING AI Refine Module within the MINING AI suite focused on improving and refining AI model outputs to raise accuracy and quality in production AI systems.
• MINING AI Optimization Module within the MINING AI suite that optimizes AI model performance and operations, including tuning and resource efficiency for production AI workloads.
• MINING AI Video Analysis Module within the MINING AI suite that performs AI-based video analysis to extract insights from operational and surveillance video while preserving confidentiality.
• MINING AI Knowledge Module within the MINING AI suite that organizes and operationalizes enterprise knowledge to improve AI accuracy and decision support.
• MINING AI Structure X Module within the MINING AI suite that handles structured-data analysis and extraction to support enterprise AI workflows.
• MINING AI Fuse Module within the MINING AI suite that fuses multiple AI models and data sources to improve predictive accuracy in enterprise AI deployments.
• EAGLYS Bianca Solution offering that delivers EAGLYS Confidential AI capabilities to enterprise customers, supporting encrypted AI use cases on Microsoft Azure.
• Confidential AI Professional Services Implementation, integration, and consulting services that help enterprises deploy EAGLYS Confidential AI technology and build solutions on top of it.

Quantifiable outcome

• Development period reduced by up to 1/3 in materials development through secret computation-enabled cross-company data collaboration
• +1 more outcomes

Named customers8 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability16 records

Feature14 records

Partnerships

Nine partnerships are on record, tiered core and key.

• Confidential Computing Consortium (Linux Foundation)coreTechnology or Integration · 19 May 2026EAGLYS joined the Confidential Computing Consortium, a global industry body under the Linux Foundation, to strengthen technical standards engagement, stay current with confidential computing trends, and accelerate confidential AI implementation in Japan. Member companies include Google, Meta, Microsoft, NVIDIA, Fujitsu, and Acompany.
• Hitachi High-Tech Corporation (日立ハイテク)keyStrategic or Co-development Partner · 19 March 2026EAGLYS, Tomoegawa Corporation, and Hitachi High-Tech launched a joint proof-of-concept experiment using secret computation AI for cross-company data collaboration in battery and semiconductor materials development. Hitachi High-Tech provides MI consulting, project management, and supplier-buyer matchmaking.
• Tomoegawa Corporation (巴川コーポレーション)keyStrategic or Co-development Partner · 19 March 2026EAGLYS and Tomoegawa Corporation are conducting a proof-of-concept using ALCHEMISTA for secret computation-enabled cross-company data collaboration in battery and semiconductor materials development. Tomoegawa brings MI knowledge and data science capabilities built with Hitachi High-Tech.
• EmotionX Inc. (日产X)keyStrategic or Co-development Partner · 26 February 2026EAGLYS and EmotionX entered a joint development agreement to accelerate FHE (Fully Homomorphic Encryption) application performance. The collaboration combines EAGLYS' secret computation application expertise with EmotionX's FHE hardware acceleration technology to enable AI processing on encrypted data at practical performance levels.
• Kioxia Corporation (キオクシア)coreStrategic or Co-development Partner · 2 December 2025EAGLYS collaborated with Kioxia and Tsubakimoto Chain to develop AI-driven image recognition technology for logistics automation using Kioxia's AiSAQ and memory-centric AI technologies. The system was demonstrated at the 2025 International Robot Exhibition in Tokyo.
• Microsoft AzurecoreTechnology or IntegrationEAGLYS DataArmor middleware products (GATE DB, GATE AI) are integrated with and deployed through the Microsoft Azure cloud platform, enabling enterprise customers to access secret computation capabilities within the Azure ecosystem.
• Tsubakimoto Chain Co. (椿本チエイン)coreStrategic or Co-development PartnerEAGLYS co-developed 'AIてむ鑑定士®', a world-class AI image recognition system achieving 99.99% accuracy for automated product identification in logistics warehouses. Deployed at three logistics centers alongside Tsubakimoto's LiniSort automated sorting machines. Tsubakimoto Chain is also a major shareholder.
• Nagase Sangyo (長瀬産業)keyGTM or Marketing PartnerNagase Sangyo co-exhibited EAGLYS ALCHEMISTA and ALCHEMISTA Labs at nano tech 2026 and the Automotive Engineering Expo 2026. Nagase positions EAGLYS solutions in the 'linkage' section of their MI presentation framework.
• Otsuka Chemical (大塚化学)keyStrategic or Co-development PartnerOtsuka Chemical is the industry-first user of EAGLYS ALCHEMISTA for MI x secret computation cross-company data collaboration in materials development. Conducted a successful PoC and co-exhibited at the Automotive Engineering Expo 2026.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Enveil: US startup delivering privacy-preserving AI/search/analytics using FHE-derived techniques. Closely mirrors EAGLYS' DataArmor value proposition of executing AI workloads on encrypted data without exposing raw inputs.
• Zama: Paris-based startup building open-source FHE (CKKS, TFHE) toolkits for machine learning and AI. Most direct global peer to EAGLYS on homomorphic encryption for AI workloads, sharing a research-first positioning and developer-focused tooling.
• Duality Technologies: US-based leader in secure computing on encrypted data (FHE + MPC) for regulated industries. Comparable to EAGLYS in targeting pharma, financial services, and government use cases that require cross-organization analytics on encrypted records.
• TripleBlind: Privacy-enhancing computation (federated learning + secret computation) platform for enterprise AI. Comparable to EAGLYS in enabling cross-organization model training while keeping raw data encrypted.
• Inpher: Pioneer in Secret Computing / FHE-based machine learning with the X-Platform. Direct technological comparable to EAGLYS, targeting regulated industries (financial services, healthcare) that need encrypted analytics.
• Acompany: Japan-based FHE platform vendor and fellow Confidential Computing Consortium member. The closest Japan-headquartered peer; competes directly for Japanese enterprise confidential AI deals and overlaps in encryption middleware and consulting services.

Emerging players

• Citrine Informatics: US-based Materials Informatics platform for chemicals and materials companies. Direct comparable to EAGLYS ALCHEMISTA in serving R&D teams that want AI-accelerated materials development, but lacks EAGLYS' secret computation layer.
• Niobium (formerly Cymulate Mind): Specializes in confidential AI for healthcare using FHE and TEEs. Comparable emerging player focused on a specific vertical (medical imaging/clinical AI), intersecting with EAGLYS' healthcare segment.

Broad incumbents

• Fujitsu (Confidential Computing / Data & Security): Major Japanese IT conglomerate offering confidential computing, post-quantum cryptography, and a broad AI/data security portfolio. Overlaps with EAGLYS in Japan enterprise confidential AI, but as part of a much wider product portfolio.
• Microsoft (Azure Confidential Computing): Strategic partner and broad incumbent offering TEE-based confidential VMs and confidential AI infrastructure on Azure. Comparable as a confidential computing platform, but competes with EAGLYS middleware where customers can choose native Azure primitives over a third-party FHE layer.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/eaglys-inc.
• Xx.com/EAGLYS_official

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds4 records

Investors8 records

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 EAGLYS