Riffyn’s unique flexibility enables us to capture processes as they evolve, which means that we can now capture and integrate all data, from R&D to production, with one adaptive digital system.
— Principal Scientist, Epibiome

Flexibility & Speed in Process Design and Data Analysis


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.



Shorter R&D Cycles


The Riffyn SDE shortens R&D cycle times by integrating 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
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



Patented Technology Cleans & Shapes Data Automatically


Every process parameter and data point is instantly reshaped into a standard statistical data frame that can be analyzed in any data processing pipeline, statistics engine or visualization software.

  • Error / variance analysis

  • Statistical process control

  • Multivariate regression

  • Hit picking

  • Material genealogy

  • Root cause analysis



Access Data from Riffyn’s Data Lake or Stream It to Your Own


Each experiment in Riffyn produces a uniformly structured, vendor-neutral data frame that can be accessed from Riffyn’s data lake to feed data analytics pipelines or your own corporate data lake.


Find Unexpected Correlations

Aggregation of annotated, high-quality data across dozens of experiments reveals unexpected correlations and causes not apparent in single-experiment data sets.

aggregating experiments shows correlations.png

Right-First-Time Tech Transfer & Scale-up

Riffyn SDE consolidates unit operations, process parameters, product specifications, electronic work instructions, online and offline data, deviations, exceptions and comments into one digital package for seamless sharing and transfer to manufacturing. So you get it right the first time.



Contact us to learn more


Contact us to see how Riffyn can reshape your relationship with scientific data