Speed, transparency and flexibility in scientific process design and data analysis
Design your scientific processes and data systems in minutes. When you need to adapt, the Riffyn SDE automatically updates its data storage, capture and analytics to ensure you continue your experiments with minimal disruption. Both the process and data are instantly shareable with collaborators.
Shorter R&D cycles
The Riffyn SDE shortens R&D cycle times by integrating and analyzing data instantly across multiple experimental processes. Cycle time is further reduced by enabling process evolution without ongoing software development.
|R&D objective||Riffyn SDE||Legacy
LIMS / ELN / DB
|Design new, or map existing, scientific or production process||30 min to 1 wk||Not available|
|Version control process and experiment designs||Instant||Not available|
|Design an experiment on a process||30 min||Not available|
|Build data parsing system for any instrument data||5 min||4 - 24 wks|
|Create a database to track process parameters and measurement data||Instant||12 - 52 wks|
|Change database to match process changes||Instant||1 - 12 wks|
|Integrate data across R&D operations for root-cause investigation||5 min||2 - 12 wks|
|Integrate hundreds of experiments across time, scale||5 min||1 - 12 wks|
|Format data for analysis||5 min||1 day|
|Transfer a process between R&D functions or scales||Instant||4 wks|
Times are based on experiences of current Riffyn customers
The Riffyn SDE's patented technology reshapes and prepares experimental data for machine learning
Every process parameter and data point is reshaped into a standard statistical data frame that can be analyzed in any data processing pipeline, statistics engine or visualization software. This enables instant assessment of process and data quality and causal relationships.
- Error / variance analysis
- Statistical process control
- Multivariate regression
- Hit picking
- Material genealogy
- Root cause analysis
Data Quality & Data Integration Means Scientific Discovery
Aggregation of annotated, high-quality data across dozens of experiments reveals unexpected correlations and causes not apparent in single-experiment data sets.
Real-time data streaming to corporate data lakes
Each experiment in Riffyn produces a uniformly structured and flattened data frame that can be synchronized in real-time into parallelized data storage systems such as a Hadoop cluster. The Riffyn data tables provide unique identifiers for all experimental materials allowing material traceability and linking across an organization's R&D processes. Thus Riffyn forms the structural backbone for global data aggregation and data analytics pipelines.
Eliminating Unexpected Variation
It starts with seeing variation unambiguously, so you can uncover and correct the causes. As Riffyn discovered in the first 6 weeks for one customer, you too will discover and correct variation that you never knew existed and never knew was holding you back.
Bottom Line: Greater R&D Productivity
As it was for manufacturing, the methods of quality, error reduction, and statistical data analytics are delivering a leap in the pace of R&D. The Riffyn SDE will bring those gains to your organization by exposing the root causes of error, identifying unexpected correlations and delivering right-first-time technology scale-up.
Contact us to learn more
Contact us to speak with an expert and see how Riffyn can reshape your relationship with scientific data