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The business model canvas is a strategic management template used for developing new business models and documenting existing ones. [2] [3] It offers a visual chart with elements describing a firm's or product's value proposition, [4] infrastructure, customers, and finances, [1] assisting businesses to align their activities by illustrating potential trade-offs.
Business Model Canvas; Developed by A. Osterwalder, Yves Pigneur, Alan Smith, and 470 practitioners from 45 countries, the business model canvas [2] [60] is one of the most used frameworks for describing the elements of business models. OGSM; The OGSM is developed by Marc van Eck and Ellen van Zanten of Business Openers into the 'Business plan ...
AI can adapt to changes during non-business hours. [61] AI is used to combat fraud and financial crimes by monitoring behavioral patterns for any abnormal changes or anomalies. [62] [63] [64] The use of AI in applications such as online trading and decision-making has changed major economic theories. [65]
ModelOps (model operations or model operationalization), as defined by Gartner, "is focused primarily on the governance and lifecycle management of a wide range of operationalized artificial intelligence (AI) and decision models, including machine learning, knowledge graphs, rules, optimization, linguistic and agent-based models" in Multi-Agent Systems. [1] "
Industrial artificial intelligence, or industrial AI, usually refers to the application of artificial intelligence to industry and business. Unlike general artificial intelligence which is a frontier research discipline to build computerized systems that perform tasks requiring human intelligence, industrial AI is more concerned with the application of such technologies to address industrial ...
The Business Model Canvas is used to map in the major components and activities for a company starting out. The minimum viable product can be designed by using selected components of the Business Model Canvas: Customers Customers on the Business Model Canvas denote to whom a value proposition is considered for. [23]
In the same way that a use case describes a series of events and interactions between a user (or other types of Actor) and a system, in order to produce a result of value (goal), a business use case describes the more general interaction between a business system and the users/actors of that system to produce business results of value.
Some researchers advocate the use of inherently interpretable machine learning models, rather than using post-hoc explanations in which a second model is created to explain the first. This is partly because post-hoc models increase the complexity in a decision pathway and partly because it is often unclear how faithfully a post-hoc explanation ...
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