FMI opines that the revenue cycle denials intelligence was valued at USD 2.1 billion in 2025. The industry is expected to reach USD 2.4 billion in 2026 and USD 7.8 billion by 2036. Software is poised to dominate by Component with 68.4% share in 2026, and Hospitals is expected to lead by End User through the forecast period.