This Frost Radar™ analyzes conversational artificial intelligence (AI) vendors in the patient engagement space that enable healthcare organizations to improve their efficiency, efficacy, and engagement of one of their significant cost centers. The market is evolving from focal performance capability either in administrative workflows or contact centers to platform capability along the entire patient journey, from access to activation to engagement across administrative and financial workflows. Platform breadth, autonomous workflows, enterprise scalability, customizability, and security are becoming essential and redefining competitiveness in the market. Health systems operating under Centers for Medicare & Medicaid Services (CMS) value-based care arrangements have strong financial incentives to deploy AI patient engagement tools that improve preventive screening completion, remote patient monitoring, and patient satisfaction scores measured through Consumer Assessment of Healthcare Providers and Systems surveys. Providers benchmark AI agent performance against hard metrics: call deflection rates, scheduling conversion, and staff-to-patient ratios. Vendors that demonstrate measurable return on investment within 180 days of deployment tend to get the opportunity to scale to enterprise workflows, or else they face replacement threat.

The main goal is continuous improvement.

• What are the numerous companies benchmarked across growth and innovation criteria on the Frost Radar™?
• How can you assess the competitive profiles of each company on the Frost Radar™ and identify emerging growth opportunities?
• Who are the major conversational AI vendors in the patient engagement space that enable healthcare organizations to improve their efficiency, efficacy, and engagement of one of their significant cost centers, and which growth avenues exist for them?