CalcFocus today announced official launch of Curate the governed data foundation that powers agentic AI capabilities bringing continuously updated governed data with natural-language analytics to illustration administration billing and claims.
"Every AI capability starts with data you can trust. Curate gives our clients that foundation continuously updated, governed, and auditable, so every question they ask and every insight they get back is built on data they can stand behind," said Sandia Ren, Chief Executive Officer of CalcFocus
"Curate runs on the same shared product model that powers the rest of the CalcFocus platform, so it isn't a separate reporting system bolted on the side, it's the governed data layer underneath every agent we've shipped, from Sage to Agentic Production Monitoring to Curate Natural-Language BI and Analytics. Today's launch just puts a name on the foundation that's been there since day one: a business user can ask a plain-language question and trust that the answer traces back to real, current data," said Tommy McCahill, Chief Product Officer and co-founder of CalcFocus
About CalcFocus
CalcFocus, founded in 2014 by insurance technology veterans, delivers cloud-native policy administration, illustration, data, and migration solutions to life and annuity insurers and the TPAs that serve them, across both individual and group voluntary lines. Its Achieve, Forecast , and Curate products run on a single platform built around one shared engine for product definition, rules, and calculation, and are production-ready on day one rather than a framework carriers have to build themselves. Celent has given CalcFocus top rankings on both policy administration and illustrations, Everest Group named it a Top 50 L&A Insurance Technology Provider for 2026, and the platform is backed by a 100% migration success rate to date. CalcFocus is built and delivered by a team of long-tenured insurance professionals and takes pride in cultivating a culture where great people can do their best work, grow their careers, and contribute to a company that values innovation, integrity, and long-term partnerships.
