what is artificial intelligence?
What is Machine Learning?
Few examples of AI/ML
What is Supplychain Management?
How can we use AI/ML in Supply Chain Management?
Process followed for using AI/ML in Supply Chain Management.
Use cases oh AI/ML in SCM
1. Submitted to: Mr. Sandeep Jena
Submitted by:
220402100036-Ankita Behera
220402100037-Aradhya Mundra
220402100039-Simhadri Bhavana
220402100048-Ravi Pareek
224002100053-Patharlapalli
Mohan
AI/ML IN SUPPLYCHAIN
MANAGEMENT
2. Artificial Intelligence (AI) is the use of
computer systems to simulate human mental
processes, such as interpreting and generating
language.
What is Artificial
Intelligence?
Machine learning is a branch of artificial
intelligence (AI) and computer science which
focuses on the use of data and algorithms to
imitate the way that humans learn, gradually
improving its accuracy.
What is Machine
learning?
3. Few examples of Artificial Intelligence and
machine learning
Media streaming
Chatbots
Smart assistants
E-Payments
Search algorithms
Social media feeds
Smart cars
Navigation apps
Text editors
Facial recognition
Image and face
recognition
Traffic alerts
video survilance
E mail filtering
4. AI and ML in supply chain also can enable
smarter process automation, both upstream
(supplier discovery, supplier qualifications
and sourcing) and downstream (inventory
management, order management and
freight optimization).
How can we use AI/ml in
scm?
what is supply chain
management?
Supply chain is the network of
businesses, individuals, and activities
involved in the creation and delivery of
goods and services.
5. AI-SCM
Data acuired from
Supply chain
Data Processing
Transformation Normalization
Cleaning and Encoding
Pre-processing data Sample
Training data set
AI Algorithm
Experiment, Testing and
Tuning
Action Data storage
6.
7. ai/ml use cases in supply chain
management
AI/ML based
clustering
system of
products
Reinforcement
Learning as an
advisor AI/ML based
autocorrection in
supply chain
AI/ML based
product
planning and
scheduling
AI based
chatbots for the
core SCM team
AI/ML based
Demand
Planning
Identifying odd
sales of
products.
During delivery
generation
8. Amazon uses machine learning in several ways,
including the development of chatbots, voice
recognition, fraud detection and product
recommendations.
AI and ML are used in Amazon products, such as Alexa's
and Amazon's recommendation engine, as well as
other business areas, such as in Amazon warehouses.
Amazon using ai/ml in their Scm
ibm using ai/ml in their Scm
Walmart used IBM's blockchain platform to track
food supply chains, improving efficiency and
traceability, reducing waste and cost
epicor, coupa and many
more use ai/ml in their
Scm
9. Enhanced 360-degree responsiveness.
Improved customer experience.
Increased fleet efficiency.
Competitive edge.
Simplified inventory management.
Access to future insights.
Demand forecasting in warehouse
supply and demand management.
Product life cycle management.
Procurement and logistics.
Preferential timing and lead times.
Benefits of using ai/ml in scm