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.
