Summary
The video introduces the new AI skills feature by Appian, focusing on automating repetitive tasks through AI and machine learning. It explains creating AI skills like email and document classification/extraction and showcases their applications in tasks such as claims processing. The comparison with Intelligent Document Processing (IDP) is made, discussing the transition to AI skills for enhanced automation. Future developments, the process of training multiple models, and the ease of implementing machine learning into Appian apps are also touched upon.
Chapters
Introduction to AI Skills
What is AI and Machine Learning
AI Skills in Appian
Creating AI Skills
Email Classification
Document Classification
Document Extraction
AI Skills vs. IDP
Future of AI Skills
Process Automation with AI Skills
Publishing AI Models
Limit of Types of Emails and Documents
Community Discussion and Training Data
Email Puller Plugin
Overview of Mailer Plugins
Future Courses and Livestream Events
Introduction to AI Skills
Introduction to the new feature called AI skills launched by Appian, including details about the product manager and product evangelist.
What is AI and Machine Learning
Explanation of AI and machine learning with a focus on how AI skills help automate repetitive tasks.
AI Skills in Appian
Details about AI skills as a new Appian design object to incorporate machine learning models into workflows.
Creating AI Skills
Walkthrough of creating AI skills like email classification, document classification, and document extraction.
Email Classification
Demonstration of email classification using AI skills, including training models, viewing training summaries, and integrating into a process model.
Document Classification
Explanation and demonstration of document classification using AI skills for claims processing in an insurance organization.
Document Extraction
Overview and demo of document extraction AI skills for obtaining important information from documents like claims forms.
AI Skills vs. IDP
Comparison of AI skills with Intelligent Document Processing (IDP) and the transition to using AI skills.
Future of AI Skills
Discussion on future AI skill developments and the potential for expanding use cases in machine learning.
Process Automation with AI Skills
Exploration of how machine learning models can enhance automation processes and reduce manual work in business workflows.
Publishing AI Models
Explanation of publishing AI models in AI skills, including the ability to train multiple models and select the best one for runtime use.
Limit of Types of Emails and Documents
Discusses the limit of different types of emails or documents, which is between 25 and 30 with potential plans to expand the limit based on customer feedback and use cases.
Community Discussion and Training Data
Encourages using the Community discussion for questions and ideas, as well as downloading files for training purposes. Mentions the ease of implementing machine learning into an Appian app.
Email Puller Plugin
Introduces the Email Puller Plugin available on the App Market for integrating email inboxes with Appian, highlighting its functionality to pull emails as structured data into Appian for use in process models.
Overview of Mailer Plugins
Explains the integration of mailer plugins with email inboxes, pulling received emails as structured data into Appian for process automation and usage in apps.
Future Courses and Livestream Events
Mentions upcoming Academy online courses for in-depth learning, availability of documentation, special events like livestreams focusing on record events, and app refactoring using record events. Gratitude expressed to the speakers for their time.
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