Companies in regulated sectors sit on mountains of unstructured data – from dense claims documents to varied policy emails – but extracting measurable ROI from these assets remains a persistent challenge. To solve this, Praxi Data announced the launch of Praxi CaaS (Curation as a Service) on AWS Marketplace. This release gives data professionals a faster path to deploy an AI-powered data curation platform designed specifically to automate the discovery, classification, and enrichment of unstructured, semi-structured, and structured data at scale.
To help data teams tackle the complexity of insurance records, Praxi Data is introducing a major enhancement to its data matching capabilities: improved data matching with more detailed data fingerprint with weighting options using 30 statistical measures add to class leading pattern identification that gives users independent control over each term.
This update provides regulated enterprises with finer control over how messy, complex datasets are matched, interpreted, and curated. It allows teams to significantly improve precision in environments where data quality, explainability, and strict governance are critical for accurate risk assessment and claims processing.
Unlike other data curation tools that offer limited matching controls, Praxi’s new feature set allows organizations to tune matching logic at a highly granular level. This supports the nuanced entity resolution, classification, and pattern recognition workflows required in the insurtech and fintech sector.
Simultaneously, Praxi.ai protects sensitive customer information. The platform’s library of pre-trained sensitive terms remains locked down and non-editable by default to reduce security risks. Data professionals can still clone existing terms to create customized versions, building complex matching logic tailored to specific policies without altering the protected base library.
Built for highly regulated sectors, Praxi CaaS directly supports privacy and identity use cases tied to frameworks such as GDPR, CCPA, and HIPAA. The platform deploys securely on AWS, including within customer VPC environments, and integrates seamlessly with modern enterprise data ecosystems like Collibra, Databricks, Snowflake, and Informatica.
“Enterprises do not just need more automation. They need more control over how data is interpreted, matched and trusted,” said Andrew Ahn, Founder and CEO of Praxi. “With our AWS Marketplace launch and this new matching enhancement, we are giving customers a faster way to operationalize curation while also giving them much finer control over the logic behind the results. That combination of speed, precision and security is where Praxi stands apart.
