Other Knowledge Base
AI/GenAI Assisted Development
The platform supports AI enabled controls across various services of application development lifecycle. It supports automated scripts for bots and provides automated suggestion for writing bot scripts in terms of what activity to be included using the existing activity library. Newgen has a no-code training module, which allows the developer to look at new document types and build an AI/ML model and use that training module for integrating document extraction and processing into their applications.
GenAI
With NewgenONE Marvin, businesses can elevate their operations across process automation, content management, and customer interactions. Marvin integrates with famous Large Language Models like OpenIA, LAMA3 and Azure as the underlying architecture to help assist users. Serving as an essential tool, it simplifies and optimizes every aspect of business functions. It facilitates quicker product launches and fosters meaningful customer engagements through initiating application development and extracting intelligent insights from content. Accelerating process automation, Marvin facilitates the creation of workflows, role definition, BPMN modeling, and data model recommendations with ease. It converts complex process data into actionable visualizations, offering invaluable insights. Users can even upload Business Requirement Documents (BRD) or design images, which then Marvin analyzes to generate the necessary application or artifact, kickstarting the application development journey. Marvin can also convert natural language inputs into comprehensive requirement documents within the platform’s dashboard, allowing for easy modifications and seamless authorizations. This AI-driven functionality enhances requirement gathering, enabling precise and efficient documentation of project specifications.
By automating content management, Marvin simplifies document categorization, indexing, and metadata attachment, thus enhancing information search and management efficiency. It streamlines content retrieval by employing natural language-based Q&A to precisely identify document types and locate specific content within folders. Additionally, Marvin enables real-time content summarization for expedited decision-making and deeper insights into extensive documents. Moreover, it empowers businesses to create hyper-personalized customer communications, including dynamic, tailored content and real-time translation into multiple languages, facilitating effortless globalization efforts.
The following activities outline the capabilities available with Newgen GenAI Marvin.
Personalized Communication
Tailor messages uniquely for each customer using dynamic content creation. Task Marvin to compose messages, brainstorm creative ideas, and enhance your communication – all instantly. Utilize Marvin to enhance customer experience by maintaining consistent messaging across all touchpoints throughout their journey. Marvin can also translate your content into multiple languages, further reducing your workload.
Document Classification
Enhance your content management system with automated categorization, surpassing mere storage to intelligent organization. Benefit from precise data retrieval and streamlined processes through automated metadata population derived from comprehensive documents. Utilize Marvin for various queries, ranging from immediate document summaries to uncovering vital insights.
Insights
NewgenONE Marvin’s advanced features enable seamless generation of insightful reports. Picture effortlessly posing a question about your process data in everyday language and promptly receiving a customized, detailed report. Marvin comprehensively analyzes process data, translating your natural language inquiries into actionable insights, thereby empowering you to make well-informed decisions.
Process Designer
NewgenONE Marvin serves as the GenAI process design assistant for application developers. Following a specified prompt, it communicates with the LLM model and creates workflows, data objects, documents, to-dos, and exceptions. Moreover, this generated output is adaptable or adjusted according to business needs within the NewgenONE process modeler.
UI Creation
Crafting user interfaces for both internal and external application interfaces is now more straightforward than ever. Just furnish a prompt for the specific section you desire, and NewgenONE Marvin comprehends your needs, swiftly generating the pertinent UI and underlying data model. It delineates each field, indicating whether it’s obligatory or discretionary, within seconds. This expedites the overall design procedure.