Hone Create is a cloud-based chemometric platform designed to simplify and enhance the development of predictive spectroscopy models. By leveraging advanced AI algorithms, it automates the traditionally time-consuming and complex process of chemometric analysis, enabling users to build accurate models efficiently. Originally developed for internal use by chemometric consultants, Hone Create has been re-engineered to allow users to easily integrate their spectroscopy datasets from any device, making sophisticated model creation accessible to a broader audience. Key Features and Functionality: - Automated AI Platform: Utilizes a suite of machine learning tools, including Deep Neural Networks, Random Forests, Generalized Linear Models, and Gradient Boosting, to ensure optimal outcomes for data analysis. - Automated Dataset Pre-processing: Applies optimal pre-processing transformations to datasets with a single click, streamlining the preparation phase. - Cloud-Based Access: Accessible from any web browser without the need for software installations, restrictive licenses, or disruptive updates. - Best-in-Class Models: Demonstrates a reduction in error rates on holdover validation by more than 50% compared to standard Partial Least Squares models. - Instant Team Synchronization: Ensures all team members have access to the most up-to-date models, regardless of their role or location. - Powerful Computing: Processes data at enterprise scale in the cloud, enabling faster model creation and testing. - Hardware Agnostic: Compatible with data from any spectrometer via simple CSV input. - In-Field Testing Ready: Models are instantly available for in-field compatible devices through a mobile app. - Comprehensive Reporting: Provides transparency across all data pre-processing transformations with clear, easy-to-interpret model outputs. - Intuitive Workflows: Offers simple workflows to manage and track all data and model versions effectively. - Secure Cloud Storage: Ensures data safety with end-to-end security leveraging Google Cloud Platform. - No Chemometric Experience Required: Encodes and automates years of chemometric expertise to ensure usability and consistency for all users. - Flexible API Integrations: Allows seamless onboarding of existing databases, spectroscopy hardware, and workflows via Hone APIs. Primary Value and User Solutions: Hone Create addresses the traditional challenges of chemometric analysis by automating and simplifying the model development process. It significantly reduces the time, effort, and expense associated with creating and fine-tuning predictive spectroscopy models. By eliminating the need for extensive chemometric expertise, it empowers users—from individual researchers to large commercial operations—to develop accurate models efficiently. The platform's flexible, pay-as-you-go pricing model ensures that users only pay for what they need, making advanced chemometric analysis more accessible and cost-effective.