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Business Process-based AI (BPAI) modelling is a methodology for applying artificial intelligence (AI) to business processes. The goal of BPAI modelling is to improve the efficiency, effectiveness, and agility of business processes by automating tasks, making better decisions, and predicting future outcomes.
Pradeep
K. Suri
Author
and Researcher
BPAI modelling
involves the following steps:
- Identify the business process to be modelled. This could be any
process, such as customer onboarding, order fulfilment, or product
development.
- Map the business process. This involves creating a visual
representation of the process, including the tasks, decisions, and
participants involved.
- Identify the opportunities for AI. This involves looking for
tasks that can be automated, decisions that can be improved, and outcomes
that can be predicted.
- Select the appropriate AI techniques. There are a variety of AI
techniques that can be used in BPAI modelling, such as machine learning,
natural language processing, and computer vision.
- Develop and implement the AI solution. This involves developing
the AI model, integrating it with the business process, and deploying it
to production.
- Monitor and evaluate the results. This involves tracking the
performance of the AI solution and making adjustments as needed.
BPAI modelling
can be used to improve business processes in a variety of ways. For example, AI
can be used to:
- Automate tasks that are currently performed by humans.
- Make better decisions by providing insights into the data.
- Predict future outcomes, such as customer churn or product demand.
- Improve the customer experience.
- Reduce costs.
- Increase agility.
BPAI modelling
is a powerful tool that can be used to improve the efficiency, effectiveness,
and agility of business processes. By using AI to automate tasks, make better
decisions, and predict future outcomes, businesses can improve their
performance and gain a competitive advantage.
Thank
You
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