Alkemy Innovation provides technical support for design, implementation, and execution of science-based solutions that provide specific technical guidance.
Architecture for Data Management Strategy; Design visual layout, including plan for access/use of data.
Tool Selection Strategy; Review and recommend tools for data collection/management.
Measurement Approach; Develop on-line/at-line measurement strategy to support predictive model development. Includes review of planned hardware purchases (e.g., new bioreactor installation).
Modeling Approach; Define physical situation, inputs required, and plan for model verification/validation.
Data Management Architecture; Implement to enable full data access and visualization.
Development of Predictive Models; Utilize data scientist approach to develop models (e.g., control).
Technology Assessments; Support implementation of new technologies.
Tuning of Existing Models; Enable further improvements in product quality and process robustness.
Creating “Golden Batch” Monitors; Leverage the tools implemented (e.g., add early warning detection).
Automation of Repetitive Tasks; Utilize existing architecture to automate key reporting.
Support for Tuning Installation; Automation of repeated analysis tasks and reporting for
future reference (software focus).