How Does it Work?
Redica Systems is the first analytics platform to connect Quality Assurance with Regulatory Surveillance.
We structure unstructured content and data, unlocking its full potential for sophisticated analysis. With the insights we provide our customers can:
- Manage Vendor/Supplier Risk
- Improve Inspection Readiness
- Oversee Postmarket Surveillance
- Strengthen Regulatory Surveillance
- Improve team productivity
- And much more!
Redica Systems
Data Sourcing
We start with our primary data sources, which are health regulators like FDA, as well their international counterparts, including Health Canada, MHRA, EMA, and others.
We also add important data from standards bodies like PIC/S, ISO, and USP. From those sources, we ingest as many key documents as we can, through various methods.
- Top Health Agencies
- Other Critical Agencies
- Standards Body & Harmonization Orgs
- Trade Associations, Groups, etc.
Turning Noise Into Insights
The trick is making sense of this huge volume of unstructured, unnormalized data and turning the noise into analytical insights.
We built our own Intelligent Document Processing (IDP) system to make sense of the thousands of quality and regulatory documents we ingest daily. The data goes through deduping, normalization, entity resolution, tagging, scoring, translation, and categorization.
Redica Systems scans the document and automatically tags the relevant observations, saving you and your team time.
How Redica Systems Builds Upon FDA and Other Agency Data
Once the data is structured and cleansed, enrichment begins. We apply models like our Quality Systems Labels Model and Red Flag Risk Models to empower more sophisticated analysis. Redica Systems automatically tags all of the important metadata for you, making it easily accessible for trending and reporting purposes.
Even though the FDA is ahead of their international counterparts in publishing data, Redica Systems has far more of each document type than the FDA Data Dashboard. More importantly, the aggregated analytics that Redica Systems allows is far beyond the capabilities of any health regulator’s website.
Read more on how we go further than the FDA Dashboard.
Linking ‘Everything to Everything’
The Redica ID. It resolves all permutations of a particular site, organization, product, or person, into one comprehensive entity. Not only does that clear up confusion about the various combinations, but it also empowers clear linkages between a site that manufactures APIs and the organizations that use that site in their supply chains, as one example.
No more confusion over the vast number of permutations of a single organization or site’s name. Just one, clean, clear record.
Redica DocIQ
Redica Systems DocIQ extracts and structures machine-readable data from non-machine readable documents like PDFs of FDA Form 483s. Using AI/ML to apply ontologies and master terms, topics and themes across data can be identified. For example, Named Entity Recognition would identify a company name, and link it to the corresponding Redica ID to connect to the integrated data model.
Integrated workflows give humans the ability to verify the results and train the models to improve.
Redica DocIQ is a set of services that can be orchestrated given the needs of each specific document type.
Read this blog post for more on Redica DocIQ.
The Future of AI in Quality and Regulatory
For insights into how Redica Systems is using Artificial Intelligence (AI) and Machine Learning (ML) in our app roadmap and how we think it will impact Quality and Regulatory for life sciences companies, watch this video of our CEO’s presentation at a recent industry conference.
Who is it For?
At Redica Systems we work with both large and small firms. We know each has specific and unique needs and tailor our data to provide you with the information that matters to you and your team.
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