What Idein does

Idein株式会社 (Idein Inc.) is a Tokyo-based technology company founded in 2015 that develops and operates Actcast, Japan's largest edge AI development and operations platform by device count. The platform enables real-time deep learning inference on inexpensive edge devices — principally Raspberry Pi-class hardware — by applying Idein's proprietary compiler and acceleration technology, which the company describes as world-leading. Actcast supports remote management of distributed edge device fleets, including firmware OTA updates, application deployment, and integration with cloud services such as IFTTT and AWS. Idein extends the platform through two additional products: ai cast, a co-developed edge AI camera with Aisin and Hailo featuring the Hailo-8 accelerator and priced at approximately 80,000 JPY per unit; and Phonoscape, launched in May 2025, an AI-powered audio analysis service for face-to-face customer interactions using microphone arrays with speaker separation and ChatGPT-based conversation analytics.

Idein serves enterprise and SMB customers across retail (FamilyMart, Sogo & Seibu), manufacturing (KCCS, CTC joint development), transportation (JR East, Tokyo Metro), telecommunications (KDDI), security (CIA Co.), and local government (Imabari Ginza Shopping Street). Revenue is generated through three streams: per-device-per-day SaaS subscriptions for the Actcast platform, hardware sales of ai cast cameras, and recurring service fees for Phonoscape. The company distributes through a combination of direct enterprise field sales and a partner program with 170+ companies including system integrators (NTT Data, CTC, SCSK), telecom operators (KDDI), OEMs (Aisin), and IoT specialists (SORACOM). Idein holds the #1 position in Japan's edge AI platform market by device count for three consecutive years according to Deloitte Tohmatsu MIC Economic Research Institute, and has cumulatively deployed 16,000+ devices. The company is privately held, has raised approximately $45.6M in total funding across eight disclosed rounds since 2015, and maintains a 55-person team as of June 2025.

Name

Idein

Legal name

Idein株式会社

Website

https://idein.jp

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

51–100 employees

Short description

Idein株式会社 operates Actcast, Japan's largest edge AI platform enabling real-time deep learning inference on Raspberry Pi-class devices, serving enterprise customers in retail, manufacturing, transportation, security, and public sectors via per-device SaaS, proprietary ai cast cameras, and Phonoscape audio analytics.

Ownership category

akta.pro rank

Product category

Edge AI Platform

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

Model Deployment, Serving & Inference Platforms (HDAAABAF), AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI), On-Device Inference Runtimes & SDKs (mobile/embedded) (HDAAAJAB)

Keywords

• Edge AI platform
• AI camera hardware
• Remote device management
• Computer vision solutions
• IoT AI deployment

Headquarters

HQ city

Tokyo

HQ country

Japan

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Actcast Platform Subscription (SaaS): Actcast is a platform service for AI solution developers. Revenue is generated through per-device-per-day billing or subscription fees for platform access, remote management, and OTA update services. Partners and enterprise customers pay recurring fees based on device count and selected application tiers.
2. Edge AI Hardware Sales (ai cast): Idein generates revenue through the sale of proprietary edge AI cameras (ai cast) developed in partnership with Aisin. ai cast is priced at approximately 80,000 JPY per unit and integrates Actcast platform compatibility. Pricing is quote-based for volume deployments.
3. Phonoscape AI Service Subscription: Phonoscape, the AI microphone solution for face-to-face customer conversation analysis, is offered as a service integrated with Actcast. Revenue is recurring, based on device count and usage of analysis features including ChatGPT-based transcription and classification.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels8 records

Core offering

Idein builds and operates Actcast, an edge AI development and operations platform that runs deep learning inference on inexpensive commodity hardware (Raspberry Pi) and on its co-developed ai cast edge AI camera with Hailo-8 acceleration. The platform provides remote device management, OTA updates, and an AI application marketplace for retail analytics, manufacturing monitoring, security, and transportation use cases. Complementing the platform are ai cast (edge AI camera hardware co-developed with Aisin) and Phonoscape (AI microphone service for face-to-face conversation analysis).

Product overview

Idein offers a unified edge AI platform architecture centered on Actcast, which serves as the core development and operation platform. The product portfolio includes Actcast (the main platform), ai cast (a co-developed edge AI camera hardware with Hailo-8 accelerator), and Phonoscape (an AI voice analysis service). Actcast provides the infrastructure layer managing remote device deployment, firmware updates, and data collection, while ai cast delivers specialized camera hardware optimized for retail and security applications, and Phonoscape extends the platform into audio/speech analysis for customer interaction analytics. The platform leverages Raspberry Pi as the primary edge computing device and proprietary acceleration technology to achieve high-performance AI processing on cost-effective hardware.

Differentiator

Problem solved

Functional benefit

Brands

• Actcast: Edge AI platform service for collecting and analyzing real-world data using cameras, sensors, and microphones. Enables remote management of edge devices and supports various AI applications for retail, manufacturing, logistics, and security.
• ai cast
• Phonoscape

Products and services

• Actcast Japan's largest edge AI development and operations platform that processes camera and sensor data in real time on affordable edge devices (Raspberry Pi) with remote management, OTA firmware updates, and integration with cloud services (IFTTT, AWS). Used by enterprises in retail, manufacturing, transportation, and security for AI applications that scale from a single-device trial to tens of thousands of managed devices.
• ai cast edge AI camera Compact palm-sized edge AI camera co-developed with Aisin, integrating the Hailo-8 AI accelerator chip with Raspberry Pi to deliver over 100x the inference performance of a standalone Raspberry Pi. Performs real-time instance segmentation across 80+ object types and is pre-integrated with the Actcast platform for remote management. Sold at approximately 80,000 JPY per unit for retail, transportation, facility management, and security deployments.
• Phonoscape AI-powered face-to-face conversation recording and analysis service using microphone arrays for speaker separation, noise suppression, and automatic transcription. Integrates with ChatGPT for automated conversation classification, summarization, and report generation. Targets retail, wedding, real estate, banking, and automotive industries for customer harassment prevention, compliance monitoring, and sales optimization. Offered via subscription and lease arrangements integrated with the Actcast platform.

Quantifiable outcome

• Edge AI platform domestic market share: No. 1 for 3 consecutive years
• +4 more outcomes

Named customers9 records

Segments5 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability12 records

Feature7 records

Partnerships

Eight partnerships are on record, tiered flagship and core.

• TIPLOG Inc.flagshipStrategic or Co-development Partner · 6 April 2026Idein and TIPLOG announced a strategic partnership aimed at AI implementation in the bridal industry. The partnership was announced in April 2026 and focuses on deploying edge AI technology in wedding industry facilities for customer analytics and operational optimization.
• ITOCHU Techno-Solutions Corporation (CTC)coreStrategic or Co-development Partner · 20 November 2025Idein and CTC are jointly developing edge AI solutions for the manufacturing sector. CTC brings its DX consulting capabilities and customer relationships in manufacturing while Idein contributes Actcast platform technology and edge AI expertise. This partnership was announced in November 2025.
• Aisin CorporationcoreStrategic or Co-development Partner · 1 February 2023Idein and Aisin co-developed the ai cast edge AI camera. Idein provides edge AI technology and Actcast platform integration while Aisin handles hardware design, development, and manufacturing. The ai cast is pre-integrated with Actcast and features Hailo-8 AI accelerator chip for high-performance edge inference. Jointly featured at MWC 2025 and ISC West 2023.
• ITOCHU CorporationcoreStrategic or Co-development PartnerIdein and Itochu Corporation entered a capital and business alliance to co-create DX businesses centered on edge AI and IoT technologies. Itochu contributed capital and has partnered on FamilyMartVision customer behavior analysis solutions using Idein's Actcast platform and ai cast cameras. Idein provides AI camera technology while Itochu leverages its retail network and distribution capabilities.
• KDDI CorporationflagshipStrategic or Co-development PartnerIdein provided technical collaboration for KDDI's AI Digital Signage at MWC Barcelona 2025. The solution uses ai cast cameras with Actcast platform to enable real-time hand-detection-triggered content switching on digital signage in convenience store settings. Idein contributed edge AI computer vision technology for gesture recognition and privacy-preserving analytics.
• Hailo Japan合同会社 (Hailo Japan)coreTechnology or IntegrationIdein integrates Hailo-8 AI accelerator chips in the ai cast edge AI camera. Hailo-8 provides high-performance, power-efficient AI inference enabling advanced features such as face authentication, depth estimation, pose estimation, and attribute analysis on compact edge devices. Idein showcased ai cast at Hailo's booth at ISC West 2023.
• CIA Co., Ltd.flagshipStrategic or Co-development PartnerIdein partnered with CIA Co., a security solutions provider, to combine edge AI platform technology with CIA's proprietary surveillance and anomaly detection technology. The joint solution achieves approximately 70% reduction in unknown retail losses (shoplifting, internal theft) through real-time AI-powered alerts and automated notification systems.
• NTT Data CorporationcoreChannel Partner/ Reseller/ DistributorNTT Data serves as a system integrator and partner in deploying Actcast-based solutions for enterprise customers across multiple industries in Japan.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Roboflow: Computer vision platform providing model training, data management, and edge deployment tooling; competes with Actcast for developer mindshare and enterprise CV pipeline ownership.
• Edge Impulse (Qualcomm): Edge ML development platform for embedded devices; directly competes with Actcast as a developer-facing edge AI platform supporting model training, deployment, and fleet management on low-cost hardware.
• alwaysAI: Computer vision platform purpose-built for edge deployment on commodity hardware, targeting retail, manufacturing, and logistics use cases that closely overlap with Idein's Actcast customer base.
• Viso.ai: No-code computer vision platform (Viso Suite) for building, deploying, and managing edge AI applications across camera fleets — a direct functional analog to Actcast for enterprise CV workflows.
• Landing AI: Visual AI platform founded by Andrew Ng focused on enterprise computer vision and edge deployment, including manufacturing inspection use cases that overlap with Idein's manufacturing DX positioning.

Emerging players

• Preferred Networks: Leading Japanese deep learning company with edge AI and industrial AI initiatives (manufacturing, transportation); the closest domestic Japanese peer operating in adjacent enterprise verticals.
• ClearML: End-to-end MLOps platform with edge deployment and fleet management capabilities; competes for the platform layer of enterprise AI workflows that Actcast targets with its Actcast Apps marketplace.

Broad incumbents

• AWS Panorama: Amazon's managed edge computer vision appliance and SDK for on-premises CV in retail, industrial, and security settings — a cloud-vendor alternative to Actcast with bundled storage and analytics.
• NVIDIA (Metropolis / Jetson / Triton): Dominant AI infrastructure provider whose Metropolis stack, Jetson edge modules, and Triton inference server compete with Actcast at the edge inference and platform-orchestration layer across the same retail and smart-city use cases.

Others

• Hailo Technologies: Supplier of the Hailo-8 AI accelerator chip used inside ai cast; an enabling/infrastructure peer rather than direct competitor, but Hailo's growing partner ecosystem could pressure Idein's value-add layer over time.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/IdeinInc
• YouTubeyoutube.com/c/IdeinInc
• Facebookfacebook.com/IdeinInc

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 records

Funding overview

Funding rounds8 records

Investors20 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 Idein