Bosch Digital Twin Industries

What Bosch Digital Twin Industries does

Bosch Digital Twin Industries (BDTI) is a corporate venture of Bosch Business Innovations GmbH, the venture-building arm of Robert Bosch GmbH, headquartered in Ludwigsburg, Germany. The company develops digital twin software for industrial asset performance management, serving asset-intensive customers across process industries (mining, metals, steel, chemicals, paper), energy and utilities (oil and gas, power generation, renewables), and discrete manufacturing (automotive components, electric vehicle component production). With a 19-person team, BDTI operates globally with notable concentration in the Middle East and Europe, and named customers include ADNOC Offshore, EMSTEEL, Alkane Resources (Tomingley Gold Operations), and VHIT.

The company's core technology is a hybrid physics-AI digital twin platform that combines high-fidelity Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA) simulations with machine learning and deep learning models. Reduced Order Models (ROMs) run more than 1,000 times faster than conventional FEA or CFD tools, enabling near real-time scenario simulation. The flagship product is the Integrated Asset Performance Management (IAPM) platform, which provides real-time monitoring, predictive maintenance, and operational optimization for industrial assets. Additional modules include Physics-Infused AI for explainable predictions, Virtual Sensors (52 virtual sensors generated from 2 physical sensors in one deployment), and an Immersive Learning Academy powered by AR/VR for workforce training. The Reality Based Hybrid Digital Twinning (HDT) concept is patented.

BDTI operates a hybrid revenue model combining custom digital twin solutions and professional services with a strategic transition toward a subscription-based SaaS model under new CEO Albert Pescheck (effective September 1, 2025). Pricing is quote-based through a consultative sales process, with multi-year enterprise contracts. The company sells direct through field sales to enterprise customers while leveraging strategic technology partnerships with HPE, Microsoft, AWS, Intel, and Pepperl+Fuchs for distribution and ecosystem integration. Revenue and specific financial figures are not publicly disclosed.

Name

Bosch Digital Twin Industries

Legal name

Bosch Business Innovations GmbH

Website

https://bosch-digital-twin-industries.com

Company type

Private

Operating status

Operating

Headcount range

11–50 employees

Short description

Bosch Digital Twin Industries develops hybrid physics-AI digital twin software for industrial asset performance management, serving asset-intensive customers across process industries, energy, oil and gas, and manufacturing through its Integrated Asset Performance Management platform.

Ownership category

akta.pro rank

Product category

Industrial Asset Performance Management Software

NAICS

Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables (334513), Other Measuring and Controlling Device Manufacturing (334519), Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (3345)

SIC

Industrial Instruments For Measurement, Display, And Control (3823), Measuring & Controlling Devices, Nec (3829), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Predictive Maintenance Analytics & APM Software (AI/ML, Digital Twins) (EUAEAKAH)

akta.pro secondary industries

Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ), Factory Automation & Control Systems (PLC/SCADA/DCS) (IMAIAMAA), Digital Twins & Scenario-Based Systems Training (Equipment/Process Simulators) (EDAFAJAJ)

Keywords

• Industrial digital twins
• Predictive maintenance software
• Asset performance management
• Physics-infused AI
• Hybrid digital twin platform

Headquarters

HQ city

Ludwigsburg

HQ country

Germany

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Software-as-a-Service (SaaS): Strategic shift toward SaaS business model under new leadership, enabling faster and more efficient applications and deployments for customers. Subscription-based recurring revenue model.
2. Digital Twin Solutions and Services: Customized digital twin solutions tailored to unique industrial assets and processes, including implementation, consulting, and ongoing support services.
3. Process Optimization Services: Outcome-based engagement delivering measurable results such as up to 25% cement cost reduction, with value demonstration through concrete operational improvements.

Pricing tiers

Go-to-market motion3 records

Distribution channels2 records

Marketing channels6 records

Core offering

Bosch Digital Twin Industries builds software that creates virtual representations of physical industrial assets, enabling real-time data monitoring, analysis, and optimization for asset-intensive manufacturers. Its flagship Integrated Asset Performance Management (IAPM) platform combines high-fidelity physics-based CFD and FEA simulations with AI and machine learning to deliver predictive maintenance, remaining useful life forecasting, anomaly detection, and process optimization. Solutions are scalable, repeatable, and integrate via APIs into existing IT/OT infrastructure across process industries, energy and utilities, oil and gas, steel, mining, and automotive component manufacturing.

Product overview

Bosch Digital Twin Industries offers a unified digital twin platform with multiple integrated modules. The core offering is the Integrated Asset Performance Management (IAPM) platform powered by Hybrid Digital Twins technology, which combines physics-based simulations with AI. Key modules include Physics-Infused AI for explainable predictions, Virtual Sensors for enhanced diagnostics, and the Immersive Learning Academy for workforce training. All solutions are designed for industrial IoT environments and integrate easily into existing IT/OT infrastructure.

Differentiator

Problem solved

Functional benefit

Products and services

• Integrated Asset Performance Management (IAPM)

Quantifiable outcome

• Up to 25% reduction in cement binder use for mining operations (Alkane Resources), equaling approximately AUD 1 million annual savings
• +5 more outcomes

Named customers8 records

Segments4 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability9 records

Feature7 records

Partnerships

Six partnerships are on record, tiered core and flagship.

• International Development Company (IDC)coreStrategic or Co-development Partner · 1 January 2024Strategic partnership with IDC alongside EMSTEEL for institutional knowledge management and workforce enablement in the iron & steel industry. Collaboration focused on immersive training solutions using AR/VR technologies and digital twin-powered learning environments.
• MicrosoftcoreTechnology or IntegrationTechnology partnership for digital twin solutions. Microsoft partnership highlighted in case study content and partner ecosystem page, indicating integration and co-marketing activities.
• AWS (Amazon Web Services)coreTechnology or IntegrationAWS listed as technology partner. Validated and scalable AWS cloud platform used for digital twin deployments. Partnership enables cloud infrastructure for BDTI solutions.
• HPE (Hewlett Packard Enterprise)coreTechnology or IntegrationHPE Ezmeral Software partnership empowering industry at the edge. Joint introduction of Twin-in-a-box concept. Active co-marketing with content published on HPE community platforms and presence at HPE Discover 2024 event.
• ADNOC OffshoreflagshipStrategic or Co-development PartnerFlagship customer and trusted partner relationship. Leading oil and gas producer in Middle East implementing Digital Factory initiative with physics-infused AI-powered asset performance management platform. Demonstrated measurable value with +7.5% production capacity increase.
• EMSTEELflagshipStrategic or Co-development PartnerUAE's largest steel and building materials manufacturer as trusted partner. Strategic collaboration for digital transformation including Immersive Learning Academy using digital twin-powered AR/VR technologies. Flagship partnership in Middle East region.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• GE Digital (Predix / APM): Direct competitor in industrial APM and asset performance management for power, oil & gas, and manufacturing; also targets similar physics-based reliability outcomes as BDTI's IAPM.
• Aspen Technology: Asset optimization software for process industries (refining, chemicals, mining, metals); overlaps with BDTI's process-industry segmentation and reliability/optimization value proposition.
• Ansys: Simulation software (CFD/FEA) underpinning BDTI's physics-based models; Ansys's twin builder and simulation cloud compete for the same high-fidelity physics layer BDTI wraps with AI for industrial asset use cases.
• AVEVA: Industrial software platform with deep footprint in process industries (oil & gas, chemicals, power, mining). Competes head-on with BDTI on asset performance management, digital twins for plant operations, and industrial data unification for ADNOC-class operators.
• Bentley Systems (iTwin): Infrastructure digital twin platform with strong position in energy, utilities, and industrial asset monitoring; competes for digital-twin-of-record mandates that BDTI targets with its IAPM.
• PTC (ThingWorx): IoT and digital twin platform widely deployed in discrete and process manufacturing for connected asset monitoring and predictive maintenance — overlapping squarely with BDTI's industrial IoT and digital twin stack.

Emerging players

• Augury: AI-based machine health and process optimization for rotating equipment and manufacturing lines; overlapping predictive-maintenance value proposition for industrial customers, especially discrete manufacturers.

Broad incumbents

• Siemens Digital Industries (Xcelerator / MindSphere): Incumbent industrial automation and IoT stack with predictive maintenance, digital twin (via partnership with Ansys), and asset analytics. Same target buyer (industrial ops leaders) but vastly broader portfolio and OEM relationships.
• Dassault Systèmes (3DEXPERIENCE): Industrial digital twin and PLM/MES platform serving automotive, manufacturing, and infrastructure customers with physics-based simulation; competes with BDTI for virtual-representation-of-physical-asset mandates.
• Honeywell Forge: Enterprise asset performance and process optimization suite for refining, petrochemicals, and utilities; a major incumbent BDTI must displace in oil & gas and energy deals.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/bosch-digital-twin-industries

Revenue estimate

Valuation estimate

Number of profiles

Profiles12 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 Bosch Digital Twin Industries