Automate monthly benefits scraping and normalization for employers

Automate monthly benefits scraping and normalization for employers targets a $1.5B = 500,000 benefits-buying organizations (employers, brokers, TPAs) x $3,000 ACV total addressable market with low saturation and a year-over-year growth rate of 8-12% (HR tech and benefits admin spend expanding with complexity of benefits).

Key trends driving demand: Digital carrier portals -- more plan data is available online, enabling automated extraction and monitoring; Rising compliance and audit scrutiny -- employers demand auditable trails to prove benefits administration accuracy; Shift to SaaS HR stacks -- employers are consolidating benefits workflows, creating integration points for push/pull data; Improved parsing ML models -- better unstructured to structured conversion reduces per-carrier normalization cost.