MANY OPPORTUNITIES…

...BUT WE NEED TO MANAGE THE COMPLEXITY!

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DIGITAL TRANSFORMATION

Successfully drivingchange in challenging times

AIOT

DIGITAL TRANSFORMATION

AI IoT

CO-INNOVATION

DIGITAL TRANSFORMATION

AIOT

AI IoT

CO-INNOVATION

DIGITAL TRANSFORMATION

AIOT

AI IoT

CO-INNOVATION

DIGITAL TRANSFORMATION

DIGITAL TRUST

Bosch AI code of ethics

AIOT

AI IoT

AI should help and support people AI should not make decisions affecting people

without human oversight We want safe, robust, and explainable AI We want to develop trustworthy AI

Bosch AI code of ethics

KEY ELEMENTS We are developing AI that people can trust

AI should help and support people - Invented for life

AI should not make decisions affecting people without human oversight

We apply and drive state of the art in safe, robust and explainable AI

We want to develop trustworthy AI

We observe the principle of legality and comply with ethical values

DIGITAL TRANSFORMATION

Successfully drivingchange in challenging times!

ENERGY EFFICIENCY IS KEY TO REDUCING INDUSTRIAL CO2 OUTPUT

LOWER CONSUMPTION

LEVERAGEDIGITAL CAPABILITIES

Heat

Electricity

MORE RENEWABLES

Example 1:Factory power grid optimization

Optimization

Factory models

Energy hub models

Data modelling

Total savings:22,500 tons CO2

Photovoltaics, solar thermal power, heat pumps, fuel cells,

cogeneration plants, HVAC, machinery,

cogeneration plants, emergency power

3,000 machines connected via IoT

Energy-optimized manufacturing

schedule

HOMBURG PLANT: OPTIMIZED BY BOSCH ENERGY MANAGEMENT PLATFORM

1,8 Mio. grown up treesabsorbing C02 for 1 year

Example 2:Decentral powergeneration from H2

SOLID OXIDE FUEL CELL Decentral power supply for

Data centers Industrial properties Commercial buildings

Up to 40% CO2 reductionrun by natural gas compared to grid (e.g. Germany)

No Emissionsrun by hydrogen

Find out more about this newproduct at BCW: booth #12!

SOFC DEVELOPMENT: AIOT + DIGITAL TWIN

SOFC in the field Digital Twin Agile HW development

Use design, production andfield data for continuousproduct optimization: IoT field data: Temperature,

pressure, power, efficiency Digital Twin + ML: Advanced

data analytics KPIs: Product lifetime,

efficiency, cost

SOFC: AGILE, CROSS-COMPANY CO-INNOVATION

SOFC in the field Digital Twin Co-Innovation

Example 3:Industrial heatgeneration using H2

H2-READY BOILER TECHNOLOGY

H2-READY BOILER TECHNOLOGY AIOT AND AGILE CO-INNOVATION

Customer-specific requirements made available to all customersin second step

SecureremoteupdatesOTA

IoT

KEY SUCCESS FACTORS

Successful AIoT projects require: the right skill-set of people co-innovation accross

organizational boundaries integrated technology stack

3rd Gen Camera Homburg Plant SOFC H2-enabled Boiler

Bosch IoT Suite

Domain solutions

IntegrationEcosystem

Business model

Business services

Bosch IoT Suite

Hybrid cloud

|Bosch IoT Analytics Bosch IoT Gateway Software

Bosch IoT Hub Bosch IoT Insights

Bosch IoT Permissions Bosch IoT Remote Manager

Bosch IoT Rollouts Bosch IoT Things

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NEW NEW

NEW

Digital farming

Irrigation optimization

Plant disease prediction

Space management

Lift monitoring

Usage-based servicesSmart meter

CO2 reduction

Grid optimization

In-store trackingCold chainmanagement

CX optimization

Predictivemaintenance

Asset management

Digital Twin

Charginginfrastructure

SOTA/FOTAData analytics

Help connect

Digital farming

Irrigation optimization

Plant disease prediction

Space management

Lift monitoring

Usage-based servicesSmart meter

CO2 reduction

Grid optimization

In-store trackingCold chainmanagement

CX optimization

Predictivemaintenance

Asset management

Digital Twin

Charginginfrastructure

SOTA/FOTAData analytics

Help connect

MALL

Cross-domain example: Shopping malls