BellaDati

What BellaDati does

BellaDati is a Singapore-headquartered industrial IoT and analytics platform company, founded around 2007-2008 and now operating as a subsidiary of MIRAINI Group with offices in Singapore, Tokyo, and Prague and 11-50 employees. Its core product is the "Service Generation Platform," a low-code environment for connecting industrial assets, ingesting time-series and operational data via 20+ industrial protocols (MQTT, OPC-UA, Modbus, S7, BACnet/IP, PLC4X), and building custom dashboards and analytics applications. The underlying architecture is built on Java microservices using Hazelcast and Vert.x, with an ETL engine and real-time data processing capabilities.

The company serves manufacturing, smart city/parking, hospitality, and construction equipment customers, and extends the platform into vertical-specific solutions including a Fleet Management Solution, a Smart Parking Solution based on video analytics, a Hotel Industry Data Analytics Application, and a Factory IoT Dashboard. The most recent product layer is APEX Cockpit, which uses machine learning algorithms for ROI simulation in manufacturing contexts. Revenue is generated through one-time enterprise software licenses, mandatory annual maintenance/subscriptions, and OEM licensing arrangements, with quote-based pricing typical of complex industrial deployments.

The go-to-market is heavily channel-mediated: BellaDati distributes through Otsuka Shokai in Japan, the Aras global PLM marketplace, Advantech (industrial hardware), INDUSTRIAL-X (manufacturing consulting), Dentsu and TDI Product Solutions (OEM), and ERPP (reseller). Following a February 2025 restructuring under MIRAINI Group with Japanese-led executive leadership (Kazuto Saito as CEO), the commercial center of gravity has shifted toward Japan and APAC, with new partnerships and trade show presence (CSPI-EXPO 2026) reinforcing that direction.

Name

BellaDati

Legal name

BellaDati Pte. Ltd.

Website

https://belladati.com

Company type

Private

Founded year

2007

Operating status

Operating

Headcount range

11–50 employees

Short description

BellaDati is a Singapore-headquartered industrial IoT and analytics platform serving manufacturing, smart city, hospitality, and construction-equipment customers via a low-code platform supporting 20+ industrial protocols and distributed through OEM and reseller channels.

Ownership category

akta.pro rank

Product category

IoT and Analytics Platform

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industries

iPaaS (Cloud Integration Platforms) (HDAEAIAB), Data Engineering, Integration & ETL/ELT Services (BPAEAHAB), API Security & Governance (Policy, Threat Protection) (HDAEAIAI), AI/ML Engineering & Model Development Services (BPAEAHAF), API Management Platforms (API Gateways, Developer Portals) (HDAEAIAA)

Keywords

• IoT analytics platform
• IoT data controller
• Fleet management software
• Enterprise asset management
• Smart factory dashboard

Headquarters

HQ city

Chicago

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Software License: BellaDati licenses its software platform to enterprise customers. The company grants non-exclusive, non-transferable, non-sublicensable licenses to use the software within specified parameters. License fees are calculated based on parameters such as number of users or devices. Users pay a Total Software License Fee as defined in the Usage Agreement.
2. Annual Maintenance and Support: Mandatory annual maintenance and support services are required for all licensed software. The first year support fee is prepaid together with the Total Software License Fee. Subsequent years are paid annually on the first day of the renewed term. Support includes upgrades, updates, security patches, compatibility maintenance, tutorials, and help desk services.
3. OEM Licensing: BellaDati offers OEM licensing arrangements where partners embed BellaDati software into their own products and services. Partners such as TDI provide the technology under their own brands, enabling BellaDati to generate licensing revenue through multiple distribution points.

Pricing tiers

Go-to-market motion1 record

Distribution channels5 records

Marketing channels7 records

Core offering

BellaDati provides a Service Generation Platform that connects people, devices, and data to enable enterprises to rapidly build, deploy, and operate IoT and analytics services. The platform combines real-time data collection, integration, visualization, analytics, low-code application development, and edge computing in a single integrated package, offered via software licensing, OEM embedding, and annual support subscriptions.

Product overview

BellaDati is a Service Generation Platform provider offering a comprehensive IoT and analytics solution portfolio. The core Service Generation Platform combines real-time data collection, integration, visualization, analytics, and low-code application development in a single integrated package. Key products include: the core Service Generation Platform for rapid service deployment; IoT Data Controller (microservices-based IoT gateway supporting millions of devices); IoT Console (management interface for IoT infrastructure); APEX Cockpit (enterprise asset management with ML-based ROI simulation); Fleet Management Solution (real-time vehicle tracking and monitoring); Smart Parking Solution (video analytics for parking optimization); Hotel Industry Analytics (hospitality BI solution); and Factory IoT Dashboard (smart manufacturing visualization). The platform supports multiple deployment options (cloud, on-premises, embedded) and includes OEM licensing for embedding software into corporate services. Partnerships with Aras (PLM integration) and Advantech (vehicle computing) extend capabilities for manufacturing and fleet management verticals.

Differentiator

Problem solved

Functional benefit

Brands

• FMS (Fleet Management Solution): Manufacturer-agnostic fleet operation management for construction equipment and special vehicles, enabling real-time monitoring, GPS tracking, and operational efficiency.
• APEX (Asset Performance EXcellence) Cockpit
• Smart Parking Solution
• Hotel Industry Data Analysis Application
• Factory IoT Dashboard

Products and services

• Service Generation Platform BellaDati's flagship platform that connects people, devices, and data to enable companies to rapidly provide new services, featuring real-time data collection, integration, visualization, analytics, and a low-code development environment.
• IoT Data Controller Microservices-based IoT gateway platform that enables connected devices to interact securely with applications, systems, and other devices, supporting HTTP, MQTT, Telnet, FTP, WebSockets, and industrial protocols including Modbus, OPC-UA, and PLC4X.
• IoT Console Graphical management interface for the IoT Data Controller that provides device onboarding, connection parameter configuration, authentication settings, automated action definition, and device monitoring capabilities.
• APEX (Asset Performance EXcellence) Cockpit Enterprise asset management application that provides real-time visualization of asset operational status and ROI maximization, using machine learning algorithms for ROI simulation and providing actionable recommendations for asset replacement and preventive maintenance planning.
• Fleet Management Solution (FMS) Comprehensive fleet management platform for construction machinery and special vehicles, providing real-time fleet operation monitoring via GPS tracking, utilization dashboards, and customizable management features for optimizing machine efficiency.
• Smart Parking Solution Video analytics-based solution for parking lot management that analyzes parking space occupancy in real-time using camera imagery, providing occupancy rates, parking duration, and frequency analytics for commercial facilities and smart city applications.
• Hotel Industry Data Analytics Application Business intelligence solution embedded within hotel management systems for the hospitality industry, integrating data from reservation systems, financial management, and CRM to provide real-time reporting, KPI visualization dashboards, and revenue forecasting.
• Factory IoT Dashboard Smart factory IoT data visualization tool providing real-time production status monitoring, quality improvement, and lead time reduction, with production progress management, traceability by serial number, anomaly detection, and cloud connectivity for multi-factory deployment.
• TSUNAGU-EDGE (T-EDGE) OEM-branded manufacturing IoT solution built on BellaDati's analytics engine, enabling data collection, edge processing, visualization, and analysis without programming for smart factory implementation.

Quantifiable outcome

• Production efficiency improvement of 15-25% (through optimization of man-hours and waiting times)
• +2 more outcomes

Named customers1 record

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature7 records

Partnerships

Seven partnerships are on record, tiered core, strategic and minor.

• Otsuka Shokai (大塚商会)coreChannel Partner/ Reseller/ Distributor · 1 April 2026Major distribution and implementation partner in Japan. BellaDati participates in Otsuka Shokai's regional fairs (Chubu, Sendai, Kyoto, Kusatsu) and annual Practical Solutions Fair to reach manufacturing customers. Partnership focuses on factory digitalization and fleet management solutions for the Japanese manufacturing sector.
• INDUSTRIAL-X Inc. (株式会社INDUSTRIAL-X)coreStrategic or Co-development Partner · 29 September 2025Strategic alliance partnership signed September 29, 2025 to accelerate digital transformation through data analytics and IoT. INDUSTRIAL-X supports corporate innovation end-to-end from strategy design to execution and monetization, while BellaDati provides its Service Generation Platform. The partnership aims to help companies create new data-driven services and improve existing operations, with focus on manufacturing and IT service sectors in Japan.
• Advantech Co., Ltd. (アドバンテック)strategicTechnology or Integration · 13 June 2025MOU signed June 13, 2025 to enhance value in Fleet Management domain. The collaboration integrates Advantech's TREK series in-vehicle computers (known for rugged design and edge computing capabilities) with BellaDati's service platform. This enhances vehicle data collection, real-time analytics, and visualization for Fleet Management Systems, providing smart data-driven fleet operations solutions.
• Aras CorporationcoreTechnology or Integration · 5 June 2025Partnership announced June 5, 2025 to deliver IoT-driven insights for PLM. The collaboration integrates BellaDati's IoT and analytics capabilities with Aras Innovator PLM platform, enabling manufacturers to strengthen the digital thread, drive operational efficiency, and improve service outcomes through real-time IoT visibility across the product lifecycle. The partnership also supports service BOM management, predictive maintenance, and automation of maintenance workflows. Available through Aras Marketplace globally, covering Japan, US, and Europe.
• TDI Product Solutions Corporation (TDIプロダクトソリューション株式会社)coreOEM/ Whitelabel/ Licensing PartnerOEM partner offering manufacturing IoT solution 'TSUNAGU-EDGE (T-EDGE)' which enables data collection, edge processing, visualization, and analytics without programming on existing equipment and devices. Based on BellaDati's analytics engine and IoT data processing foundation with TDIPS' proprietary UI and implementation support framework. Provides on-site operation without cloud dependency with security and real-time performance support.
• DentsuminorOEM/ Whitelabel/ Licensing PartnerOEM partner listed on BellaDati's partner page. Dentsu incorporates BellaDati software into its offerings as part of its service portfolio.
• ERPPminorChannel Partner/ Reseller/ DistributorReseller partner listed on BellaDati's partner page. ERPP serves as a product sales and implementation partner.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• C3.ai: C3.ai provides an enterprise AI/IoT application platform for industrial use cases including predictive maintenance, asset performance, and process optimization — highly comparable to APEX Cockpit and BellaDati's predictive analytics positioning.
• PTC (ThingWorx): PTC's ThingWorx is one of the most established industrial IoT platforms for connected assets, smart factories, and field-service analytics. It competes head-to-head with BellaDati in manufacturing IoT data collection, dashboards, and predictive use cases.
• Hitachi Lumada: Hitachi's Lumada platform delivers industrial IoT, analytics, and AI for manufacturing and infrastructure customers, with especially strong Japan-market reach — directly comparable to BellaDati's manufacturing DX positioning in the same geography.
• Altair (IoT / data analytics): Altair's data analytics and IoT offerings target engineering and manufacturing customers for simulation-driven operational decisions, overlapping with BellaDati's analytics and ROI simulation use cases for industrial assets.

Broad incumbents

• Azure IoT (Microsoft): Azure IoT Hub, Azure IoT Central, and Azure Digital Twins offer an integrated device-to-cloud IoT stack with analytics — a credible alternative for enterprises standardized on the Microsoft cloud, competing directly with BellaDati's IoT Data Controller and analytics layer.
• Siemens MindSphere: Siemens MindSphere is the industrial IoT/analytics layer of the Siemens Xcelerator portfolio, connecting factory assets and enabling analytics for predictive maintenance and operations — overlapping with BellaDati's factory and asset-management use cases as part of a much broader automation suite.
• AWS IoT Core / AWS IoT Analytics: Amazon's managed IoT services provide device connectivity, ingestion, rules engine, and analytics that compete with the connectivity and data integration half of BellaDati's platform, often at price points small platforms cannot match.

Emerging players

• Geovision / Genetec (Smart Parking): Genetec and similar video-analytics platforms offer smart parking occupancy and traffic analytics, overlapping with BellaDati's Smart Parking Solution use case at a more specialized, single-vertical level.
• Uptake: Uptake provides an industrial AI/analytics platform focused on asset performance and fleet productivity — comparable to BellaDati's APEX asset management and FMS fleet management solutions in a similar niche.

Regional players

• Fujitsu (Industrial IoT / Takumi Eye): Fujitsu offers Japan-based industrial IoT and analytics solutions for manufacturing and smart-factory deployments, competing with BellaDati in the same Japanese manufacturing DX market through different go-to-market channels.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/belladati
• Xx.com/belladati
• Facebookfacebook.com/belladati

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Subsidiaries2 records

Funding overview

Funding rounds1 record

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 BellaDati