Reviewing Material Management, Logistics, and Technology at Porsche

This report provides a comprehensive analysis of Porsche's system and operational management, focusing on material management, logistics, and supply chain strategies. It begins with an introduction to system and operational management and material management, using Porsche as a case study. The report then delves into Porsche's material management approaches, including budgeting, purchasing research, project planning, and the annual operating plan. It examines Porsche Logistics Services, its balanced logistics approach, and the importance of supply chain and logistics quality. The report also reviews the role of relationships in Porsche's logistics and material management, emphasizing long-term customer relationships. Finally, it explores the role of emerging technology in Porsche's supply chain approaches, offering conclusions and recommendations based on the findings. The report highlights the company's efforts to optimize its operations, improve efficiency, and maintain high standards of quality in its automotive production and distribution processes. It also discusses how Porsche leverages technology and strategic partnerships to enhance its supply chain management and customer satisfaction.

System and Operational
Management

Table of Contents
Introduction......................................................................................................................................1
Task 1...............................................................................................................................................1
Review approaches to material management in Porsche.......................................................1
Task 2...............................................................................................................................................6
Review role of relationships in Porsche’s approaches to logistics and materials management.
................................................................................................................................................6
Task 3...............................................................................................................................................9
Review role of emerging technology in context of Porsche’s supply chain approaches.......9
Conclusion.....................................................................................................................................13
Recommendations..........................................................................................................................13
References......................................................................................................................................14

Introduction
The enterprise wide administration of distributed system that mainly involves computer
system is referred to as system management. The area of management which is associated with
designing as well as controlling process of production along with redesigning of business
operations within production of services or goods is defined as operation management (Ali and
Haseeb, 2019). System and operational management is liable for making sure that business
activities are being conducted efficiently by making optimized use of resources by ensuring that
requirements of their probable customers are accomplished as per desired standards. Material
management denotes core of supply chain functions which comprises of planning as well as
implementation of their capabilities. This aids firm to ensure that they are able to render their
services as per desired standards and within stipulated time frame (Ben-Daya, Hassini and
Bahroun, 2019).
To understand the concept of system and operational management, Porsche has been
taken into consideration which is a German automobile firm that is specialised within high
performance SSUVs, sedans and sports cars. It deals within automotive industry which was
founded on 1931 and is headquartered in Stuttgart, Germany. They deliver their services
worldwide. This report comprises of distinct approaches related with material management along
with relationship among them. Furthermore, emerging technologies with respect to supply chain
will be provided.
Task 1
Review approaches to material management in Porsche.
The approach which is being utilised for formulation of plans, their organisation as well as
controlling all the activities that involves flow of materials within firm is referred to as material
management. Basically, it involves co-ordination among activities related with inventory and
material needs from point of inception till their prologue within manufacturing processes
(Banomyong, Varadejsatitwong and Oloruntoba, 2019). Planning acts as crucial aspect within
this as it enables to manage logistics and all other aspects associated with materials. Porsche is a
renowned automotive firm which renders their services around the world. For this they need to
make use of different approaches to ensure that they are able to accomplish requirements of their
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probable customers. With reference to Porsche, some approaches related with material
management are illustrated below:
 Budgeting: This is a basic tool that is being utilised for managerial planning as well as
control. Management of Porsche can develop a budget which will provide a balance
among planned allotment of expenses within predictable income in peculiar time frame.
Here, they have to break down their budget into sub-budgets depending upon distinct
departments who are furnishing their operational activities (Chelly and et. al, 2019). Each
unit formulate their own budget and it will be passed to higher authorities within Porsche
for having their approval.
 Purchasing Research: In this context various short as well as long term decisions are
being developed but these decisions will not be implemented until unknown areas have
been explored (Dev, Shankar and Qaiser, 2020). Within purchasing certain research is
required, these areas are illustrated beneath
 Strategic Materials Planning: Here, emphasis is laid on influence of alterations
within internal environment on material needs as well as procurement policies.
This comprises of both technical and economic investigation (4 Planning
Approaches To Materials Management – Useful Notes, 2020). Porsche can take
into consideration technological and price trends within industry for predicting
future situations in competitive market. Technical research involves investigation
associated with buy and value analysis.
 Procurement Planning: It comprises of scrutiny of material needs as well as
identification of adequate cost objectives. In this aspect management of Porsche
explore certain aspects which involve development of cost estimates,
identification of probable suppliers as well as in-depth analysis of benefits and
shortcoming within development of relationship among suppliers. Furthermore,
other data is needed for formulation of plans for peculiar purchasing negotiations
(Ali and Haseeb, 2019).
 Research on Purchasing System: This comprises of analysis of procedures,
manpower planning, policies, job description, incentive plans, job evaluation,
organisation structure, policies and various other aspects. This research will assist
top management within development of effectual purchasing policies (Cortés,
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Rodríguez and Franco, 2019). It enables Porsche to identify needs associated
with gathering, analysis along with interpretation of data by making its use
within development of effectual system for purchasing.
 Project Planning: Material department is involved within development of plans as well
as handle project type activities. Here, management of Porsche will take into account
consideration that all the activities are scheduled in an appropriate manner (Helo and
Hao, 2019). This implies that planning of initiation of distinct tasks in such manner that
not even a single task is delayed from its prescribed time due to non attainment of
previous activity or any other corresponding task. For this, network techniques like PERT
and CPM can be utilised.
 Annual Operating Plan: Every planning activity initiates with development of annual
operating plan that is liable for forecasting scope as well as extent of key operating tasks.
Within manufacturing organisation like Porsche, major activity is prediction of sales.
Overall sales prediction has to be segregated on the basis of vehicles which are furnished
by Porsche. From this, production forecast is being developed that will aid in scheduling
of various activities (Kazemi, Modak and Govindan, 2019).
Porsche Logistics Services:
Porsche Logistic Services LLC which is owned subsidiary of PCNA (Porsche Cars North
America) is liable for distributing spare parts to their dealers as well as handle all after sales part
freight management. They possess three distribution centres in Ontaria (Calif), Atlanta and
Easton (Penn). Porsche Logistic Services possess near about 90 employees who push more than
2.5 millions of product lines among three facilities in a year. Porsche AG is primary supplier for
Porsche Logistic Services and around 95% of product within the stores is from Porsche AG. The
firm looks out for ways through which they can improvise their operational efficiencies (Hong
and et. al, 2019). Here, automation is evaluated continuously to identify whether it will enhance
their services or not. The other major aspect associated with this is that they work with an
independent repair facility. For attaining this, they work in collaboration with Porsche dealers as
well as designated authorized facilities by the organisation. This minimise logistic process as
extra handling is not involved within it. Porsche Logistic Services make sure that they opt for
strategies and making investment in processes which will lead them to improvise their operations
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as well as lead to expansion (Dolgui and et. al, 2019). In this context, they look for issues
associated with fuel costs along with delivery prices and they have collaborated with Audi and
Volkswagen in United States.
Porsche’s Balanced Logistics:
They are liable for carrying out process associated with picking as well as packaging of
operations within the warehouse while some processes will be out sourced to other providers for
peculiar services. In this context, Porsche international hub is responsible for providing spare
parts to near about 700 dealers within 10 regional warehouses which are present in global market
particularly for Porsche firm at China, UK and US. Porsche logistics holds on operations of
warehousing which comprises of inventory along with picking up them but all operations
packages are being outsourced to their providers (Kozma, Varga and Hegedüs, 2019). Their
philosophy is to identify all services that are not primary operations of logistic such as
packaging. This has been identified that Porsche Logistics renders a benefits associated with
maintenance of quality as well as furnishing training to their employees.
The new inbound concept of in-house logistics will minimise Porsche warehouse control
along with all liabilities to assemble all the quality controls for ensuring that each aspect is free
of damage as well as it is in ideal situation (Gupta and et. al, 2019). They have established an
efficacious as well as highly standardised network for carrying out their inbound logistics with
Wincanton Logistics for carrying out manufacturing process in Leipzig. This is the latest concept
which is being utilised by Porsche where they shift from one location to other to particular docks
which are near manufacturing plant. This will aid them to make just in time delivery of products
to primary assemble line (Logistics: dictating the production cycle, 2020). To ensure this, they
have determined appropriate balance among outsourced partnership as well as in-house control.
Through this, automation and warehouse capacity will also be improvised through dynamic
picking which are liable for filling up picking trolleys for assembly line. There exist large
logistical challenges within management of different varieties of vehicle configuration, thereby
rendering appropriate material for peculiar car at exact place as well as time. This improvises
working situations for their employees as there are shorter picking routes (Banomyong,
Varadejsatitwong and Oloruntoba, 2019).
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Supply Chain & Logistic Quality:
Porsche is responsible for rendering spare parts to near about 700 dealers around the
world from their central warehouse which contains spare parts in Sachsenheim. They have
around 80,000 stock units out which more than 70% are small parts that are apt for storing in
bins (Lam and Ip, 2019). They have installed automated an automated store for such kind of
items. BITO Lagertechnik Bittmann is experienced partner for them when approval for
centralisation plans was attained. They were responsible for manufacturing, render peripherals
which were in the form of eight sequencer tower, gravity roller conveyors, steel platform and
then picking them up as well as shelving them on tubular system range. Simultaneously,
automated small parts are being executed by main contractor; Porsche has procured trays as well
as bins which are being supplied by BITO (Porsche Supply Chain and Logistics Quality
Maintained During Distribution Centre Move, 2020).
Wide range of packaging materials are utilised which range from paper bags to cartons as
well as containers that have hinged lids and are used within areas for picking and packing of
goods which have to be sent. The packages are transported by making use of trays which are held
in position. It provides a simple means as well as renders standard flexible fixing elements. The
objective behind this is to have a standardise bin size which enables to optimise activities
associated with conveyor equipment (Mangla and et. al, 2019). The solution presented by BITO
has created a relevant impact on Porsche as fixing elements will remain on the trays even if they
are stacked. This amplifies performance of organisation as they can store trays without any kind
of issues within automatic buffer.
Firms are emphasising more and more on core areas for outsourcing spare parts of their
value adding activities to their suppliers (Naway and Rahmat, 2019). For this, it is necessary that
business possess adequate suppliers so that on time raw material is available which will enable
Porsche to render their services as per desired standards. Deficient supplier management will
result within something that will lead to disruptions and then to failure within process of
production, complaints from clients and may lead to hamper brand image of the organisation.
Porsche consulting furnishes adequate support to their purchasers in context of operational as
well as strategic management (Chelly and et. al, 2019).
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Task 2
Review role of relationships in Porsche’s approaches to logistics and materials
management.
Long Term Customer Relationship
Porsche has formulated higher standards with respect to maintenance of long term
customer relationship and constantly look forward to improvise as well develop new range of
sports cars as per interest of their customers. As per Porsche Strategy 2025, they aims at
encouraging their customers with exclusive products along with brand experience. Marketing
and sales division makes use of various measures for strengthening customer satisfaction as well
as loyalty for longer time frame (Novack and et. al, 2019). Through this, they will be able to
provide their customers with optimised journey at Porsche. Firm aims at strengthening
relationship with their stakeholders via open dialogue as well as personal communication.
New applications, expands social media channel by integrating chat functions, overarching
and providing personalised customer portal which is named “My Porsche” for simplification as
well as speeding up digital interaction among firm and their customers. But these new
approaches will not substitute personal contact (Ivanov, 2019). It will remain an essential aspect
in context of future as Porsche foster long term and stable relationships depending upon trust.
This is the reason that organisation support personalised experience for their customers around
the world by updating technical systems, customer’s journey, staging elite customer events as
well as make sure that their sales employees are provided with adequate customer directed
training (Pham and et. al, 2019). The constructive criticism is utilised by Porsche like an
opportunity for improvising their services, processes and their products. The global market
research team will be responsible for sending questionnaire each year for gaining enhanced
understanding related with their customers. This leads them within identification of new
customer expectations within time so that they can be interpreted accordingly (Cortés Rodríguez
and Franco, 2019).
With respect to evolving vehicle technologies as well as mobility trends, findings attained
from firm’s survey will be fed within process associated with development of new services and
products at early stages (Ivanov, Dolgui and Sokolov, 2019). Porsche takes feedback from their
customer. Within monthly product quality as well as customer satisfaction forum, Porsche AG
will determine outcomes attained along with consequences associated with feedback. This is
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attained in front of developers, representatives from QA (Quality Assurance) and customer
relationship department. This will enable them to analyse what customers are expecting and what
is being given to them (Richards and Grinsted, 2020). They have attained one of the top rankings
within APEAL (Automotive Performance, Execution and Layout Study) quality study is being
carried out by United State market research. Privacy of individual’s data is taken into
consideration by Porsche very seriously. They identify what is being done by information of
their customers. Data protection is being merged independently as well as without any kind of
instructions within adequate processes of firm (Helo and Hao, 2019).
Data protection system of Porsche are formulated for making sure that all the legislative
needs are being upheld at each time. Above each statutory need, firm has issued their own
guidelines for carrying out data protection principles that comprises of purpose based collection,
confidentiality and data economy (Ripanti and Tjahjono, 2019). A programme is being launched
for execution throughout Porsche of the new needs which are being imposed by EU’s GDPR
(European’s Union General Data Protection Regulations). This programme is liable for covering
information obligations, documentations, data protection management and rights of data subject.
Responsibilities within Supply Chain
The usage of new technologies, expansion of product portfolio and economic success
emphasise on supply chain of firm. Stakeholders of Porsche are allotted with higher levels of
relevance within materiality analysis (Kamble and Gunasekaran, 2020). It is liable for illustrating
growth within supply chain by bringing in creativity within products that are being procured by
them. In co-ordination with their suppliers as well as sub-suppliers, Porsche gives their best
efforts for making their supply chain sustainable. When Porsche has merged within Volkswagen
Group, their procurement division has been incorporated within organisational structure
(Wiggins, 2019). This denotes that procurement decisions of firm are largely agreed and
coordinated with their Volkswagen Group. A supply Chain is dependent on liabilities which are
built around shared values, strict compliance and cooperation with sustainability needs that are
mentioned in Volkswagen Group.
The concept associated with sustainability within supplier relations as well as code of
conduct oblige all parties to scrutinise as well as accomplish social, environmental as well as
human right standards (Hong and et. al, 2019). Adequate key labour standards from ILO
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(international Labour Organisation) serves like a base for sustainable needs which has to be
revised as well as carry out update as per review. All the suppliers have to abide to OECD Due
Diligence guidance that are liable for supply chain from high risk and conflict affected areas
(Wong and et. al, 2020). Porsche is highly active within these areas as sustainability needs are
preserved within supply contracts, violation of them will lead to formal statements, reviews and
even terminate relationship among businesses. In 2018 within sustainability audit two cases were
identified which failed to address peculiar requirements for the same (Management approaches
– Our fields of action BUSINESS & CUSTOMERS, 2019). Certain measures were being agreed
upon for them and were monitored accordingly but at the end one supplier was gain reviewed.
Porsche AG has published Slavery and Human Trafficking Statement as they do not accept any
kind of abuse for human rights.
Porsche carry out integrity check before they enter into any of business relations with
their new suppliers. When cooperation arrangements are in place, they are being monitored as
well as development is conducted on a constant manner that is supported by risk analysis of
country to which supplier belongs to, training sessions and questionnaires. Since, 2016 Porsche
conducts sustainability audit of suppliers which are followed up with thorough reports as well as
plan of actions (Zhang and David, 2019). In such manner, by aggregating sustainability
requirements and workshops for suppliers, firm has formulated Porsche Strategy 2025 measures
into the practice. Sustainability in supply chain is unlike area of action in purchasing strategy of
firm. In 2018, they have included needs within their brand specific guidelines (Kazemi, Modak
and Govindan, 2019).
Porsche uses electric truck
The company have commissioned electric MAN eTGM for furnishing their logistic
activities within site at Stuttgart-Zuffenhausen. In Germany, truck is initial vehicle which has
undergone into series of production. Porsche makes use of zero-emission commercial vehicle
fleets within their production logistics. MAN has passed milestone on e-mobility roadmap which
was planned in early 2019 in series of eTGM. By integration of eTruck within their production
logistics, Porsche has undertaken zero impact factories for production as well as logistics at
Porsche AG (Porsche uses electric truck, 2020). For this, they have opted for making use of
environmentally aware strategies so that they do not have ecological footprint by taking into
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account complete value chain. Porsche is making use of energy entirely from renewable sources
within their all production sites. They are exhilarating their vehicles, forklifts, trucks and
transporters to enhanced extent (Kozma, Varga, and Hegedüs, 2019).
Task 3
Review role of emerging technology in context of Porsche’s supply chain approaches.
The aggregation of skills, techniques, processes and methods which are being utilised
within production of services, goods or attainment of objectives is referred to as technology. IT
is widely implemented within their operations for furnishing their supply chain activities. For
this, enterprise resource planning systems are being utilised by taking into consideration scope of
usage, structure and worth of merging data (Zijm and et. al, 2019). Along with this, challenges
which may occur while implementing them has to be considered. The environmental inference
for operations as well as chain technologies has to be considered and influence of future
technologies. There has been large advancement within data technology and alterations have
been occurred in logistics which will render supply chain. The way in which information is being
transferred can be due to data technology which will lead to amplified cooperation. IT assists
within restructuring complete distribution set up for attaining high service levels as well as
minimised cost for inventory management and supply cost (Meredith and Shafer, 2019). It offers
impelling opportunities for firms like Porsche for having competitive edge so this is essential for
them to make adequate investments for sustaining within the market for longer time frame.
SCM (Supply Chain Management) is associated with flow of information as well as
products among SC members of firm (Ali and Haseeb, 2019). Recent enhancements within
technologies aids organisation to have information within working premises. The major
advantage which is being attained by Porsche through usage of Inter organisational information
system, they are productivity, cost reduction, market and product strategies. Within logistics and
supply chain IT will enable Porsche to carry out electronic commerce, EDI (electronic data
interchange aids to furnish quick processes, optimised paper work, enhanced productivity and
many others), bar coding & scanner, RFID and route optimisation (Lam and Ip, 2019).
Value Chain Analysis:
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The process that is liable for identification of their primary as well as support activities
which will add value to their final products and then analyse those activities for reduction within
cost as well as enhancement in differentiation is referred to as value chain analysis (Banomyong,
Varadejsatitwong and Oloruntoba, 2019). By making use of this analysis, Porsche will have
amplified advantages, they are illustrated below:
 Identification of competitive advantage sources: The probable sources for having
competitive edge can be determined while planning process is being carried out.
Organisation comprises of certain activities which are associated with one other up to
some extent. It is not possible for Porsche to trade their activities within the external
market so they can take into account economic rent sources (Chelly and et. al, 2019).
These may act as disadvantage for new entrants.
 Determination of critical interdependencies and inter-relationships: It is essential for
organisation to identify different internal as well as external linkages between various
activities by making use of value chain lens. The internal association implies relation
between tasks within identical organisational unit and latter denotes links among different
business units (Cortés, Rodríguez and Franco, 2019). By analysing these associations,
Porsche can have relevant advantage from joint optimisation and coordination.
 Improvised flow of information, finances and materials: The enhanced data flow will
aid firm within identification as well as exploitation of new opportunities by
minimisation of external threats. The continual value chain estimation will result in
timely acknowledgement of gaps and accordingly managing them. This will lead Porsche
to have enhanced productivity. The effectual execution of value chain analysis will lead
to enhance product as well as material flow due to improvised sales and forecasting
demands (Rebs, Brandenburg and Seuring, 2019). The inventory management is liable
for improvising delays in activities related with supply chain. Modern customer’s gives
high significance to convenient access as well as quick response with respect to
information related with product. The unanticipated interruption within flow of data
influences relationship among customer and suppliers. It will aid firm to eradicate
bottlenecks associated with information (Mangla and et. al, 2019).
 Formulation of efficacious strategies: Porsche can make use of value chain analysis
within formulation of effectual decision making processes. For this, it is essential to
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make use of adequate competitive strategy like focus, cost leadership or differentiation
(Helo and Hao, 2019). This can be attained by having relevant knowledge related with
competitors as well as their cost structure.
Porsche Parts Distribution
Supply Chain: When business grows there supply chain becomes more critical as only
products will not be distributed to their clients but there is also enhanced number points which
may lead to open up for enhanced human errors. For an example, European automotive industry
has experienced relevant growth within wholesale distribution of parts as well as after sales
market sectors (Hong and et. al, 2019). The generation of additional revenue furnishes greater
value within rapidly evolving competitive industry. Increase within business complexities lead to
technological solutions which will prevent Porsche from becoming logistical nightmare.
Requirement for Logistic Processes: The Porsche’s PDC (Parts Distribution Centre) in
Austria is liable for distributing wholesale as well as retail replacement parts for Skoda,
Volkswagen, Porsche and Audi. The supply chain services are delivered in 11 countries within
south Eastern Europe & Austria. There has to be a smooth logistic operation as each month near
about 6, 00,000 replacement parts is distributed. Porsche requires a sophisticated as well as easy
to use technological solution by which end to end operations can be conducted in a smooth,
precise and efficient manner (Shah, Chaudhari and Cárdenas-Barrón, 2020).
Accurate Barcodes: The automotive parts which flow via PDC’s multi site warehouse
system, there are labelled unique barcodes. Without these, it will become impossible for
controlling enhanced distribution system. The key for executing tight international activities is to
make use of barcodes which are both accurate as well as legible (Kazemi, Modak and Govindan,
2019). It is suggested that Salzburg based firm merge Zebra printers with their barcode verifiers.
This will enable them to identify problems immediately and will also alert workers in both
audible as well as visual manner. This will lead Porsche to double check their systems which will
completely eradicate or minimise errors within the printing processes.
Zebra Printers aids Parts Moving: For sustaining within enormous volumes of incoming
as well as outgoing automotive parts, the high performance Zebra Technologies 220 XiIII Plus
printer fit the bills. This will provide number of benefits which can be adjusted for wide working
environments which will make them apt for multi-warehouse activities that are conducted within
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Porsche working environment (Kozma, Varga and Hegedüs, 2019). As per the PDC, Zebra
printers provides different features, they are illustrated beneath:
 Robust: They can store as well as process largest of print jobs due to their memory
capacity. The Zebra solution is liable for handling near about 600 thousand items of PDC
in each month.
 User Friendly: For preventing downtime during execution of solution as well as
furnishing training accordingly. In this context, images which are being required to be
printed on adhesive labels are being designed by making use of intuitive software that
possess minimised programming knowledge (Lam and Ip, 2019).
 Configurable: They have print features which will enable employees of PDC to print
orders in an adequate way as well as deliver information as per the adhesive labels but
there has to be unique images along with relevant information.
 Crucial to enhance inventory management: The 13-digit barcode number is liable for
controlling flow of incoming as well as outgoing parts. Inventory control has improvised
each item that can be monitored each time while commissioning, ordering or making
delivery of processes (Zhao, Zuo and Blackhurst, 2019).
PDC’s Relationship with Zebra:
The solution of Zebra Printers was opted by PDC, twelve years ago, when it is executed
by them they were not a recognised as a large distribution organisation. At present firm is
making use of third generation printers (Mangla and et. al, 2019). The PDC’s channel partner
played a crucial role within streamlining firms supply chain. Execution process did not hampered
firms day to day operations and Zebra printers were still able to carry out their operations at
enhanced capacity instead of verification process. Channel partners worked in collaboration with
PDC from their initiation till they are accomplished. It offers them with valuable opinions as well
as knowledge which benefit them within rendering their operations in an affirmative manner
(Naway and Rahmat, 2019). The channel partner is also an authorised Zebra repair centre by
which problems that may occur can be handled in an effective as well as precise manner and
within the stipulated time frame.
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In addition to all this, Porsche has also opted to make use of Artificial intelligence within
their services to make sure that services are being delivered as per desired standards and without
any kind of errors in them (Naway and Rahmat, 2019).
Conclusion
From above it can be concluded that system and operational management is a systematic
process that is liable for maintaining different activities which are being conducted within the
organisation. Material management refers to the process which involves development of plans,
giving directions, controlling them as well as coordinating activities that are associated with
inventory and material needs from their inception till their manufacturing process. It involves
entire activities which begins from initiation process and completes within production activities.
The different approaches which are used for material management like planning procurement
and various other have been mentioned to furnish in- depth knowledge in to supply chain of
organisation along with ways in which activities are conducted within. Furthermore,
relationships with their customers have crucial impact as products are being delivered as per their
requirements for being sustainable within the competitive environment. With the evolution of
technology, firm has opted to make use of latest technologies that enables them to deliver
services quickly and ensure that they are delivered on time.
Recommendations
It is recommended that Porsche must reduce the cost of their parts as well as cars. The
reason behind this is that more people can buy their vehicles which mean more sales and profit.
If firm will make line of Porsche vehicles for middle class people then they will be able generate
more revenue. It is also suggested that they improvise data security as well as privacy of data of
their customers. Like when personalised speech is being used for personal assistance in Porsche
Cars then a suggestion query is shown and this is stored. Here, machine learning must be used to
which this data is provided to improvise the recommendations for personal assistance. In context
of data security, firm can ensure that there is minimised transfer of information among cars and
backend infrastructure. This will lead to secure the data of their customers as well as provide
them with an adequate experience.
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