The NovaMind AI Innovation Center focuses on helping organizations ideate, develop, and deploy bespoke generative AI solutions across various industries. Key project areas include:
NovaMind AI Innovation Center
Transform your business with generative AI capabilities.
Types of GenAI Projects
1
Proof-of-Concept Development
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The center collaborates with customers to create proofs of concept (POCs) for generative AI applications. More than 55% of these POCs have moved into production, demonstrating practical applications like AI-powered financial products, enhanced search experiences, and image generation models.
2
Custom Model Fine-Tuning
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NovaMind AI Innovation center helps customers to fine-tune open sources LLM models with proprietary data for specific use cases. Supported models are given in https://github.com/eugeneyan/open-llms
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Techniques like prompt engineering, few-shot learning, Retrieval Augmented Generation (RAG), and Model Context Protocol (MCP) are used to customize model responses without extensive retraining
3
Industry-Specific Applications
Healthcare and Life Sciences
Projects focus on accelerating drug research and discovery, such as developing AI tools to analyze medical images or create personalized treatment plans.
Financial Services
Development of AI-powered financial products that handle data at scale while ensuring security, as seen in partnerships with financial institutions serving millions of customers.
Manufacturing
Applications include predictive maintenance, defect detection, supply chain optimization, and product design. For instance, Georgia-Pacific used computer vision to reduce paper tears, and Baxter prevented downtime with AI-powered predictive maintenance.
Travel and Hospitality
Lonely Planet worked with the center to provide personalized travel recommendations using generative AI.
Sales and Customer Engagement
Highspot and Twilio leveraged the center to enhance sales enablement and customer engagement platforms with generative AI, improving productivity and customer insights.
GenAI for Media
Advanced AI solutions for movie industry including audio synchronization, Automatic Audio Calibration content recognition, and image processing and Virtual Artist Processing.
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GenAI for Sports
Intelligent sports content analysis, Action Recognition, Real-time Processing and automatic highlight generation.
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GenAI for EV Battery Quality Control
AI-Powered rapid electric vehicle battery control before assembly, operating 24/7, 365 days per year, with perfect accuracy and no downtime.
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4
Startup Support
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NovaMind AI Generative AI Accelerator, a 10-week program, supports startups with minimal viable products (MVPs) in areas like legal, marketing, software engineering, green energy, and life sciences. Projects focus on enhancing product value propositions and scaling solutions.
5
Internal NovaMind AI Projects
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NovaMind AI uses the GenNAIC to enhance our own operations, such as AI Customer Service Agent, a generative AI-powered call assistant, and a tool like Interview Mentor which is an AI Powered Invisible Assistant for Real-time coding solutions + conversation analysis with instant answers for any remote meeting, conversation, examination.... These projects improve customer experiences and operational efficiency.
