Problem

Healthcare compliance teams face a fast-growing, expensive information problem: requirements are increasing by roughly 30% annually, potential fines can reach $55 million, and staff may need to sift through 100,000 pages of regulations and policies. Excel, PDFs, and fragmented research workflows make it difficult to determine which requirements apply, leaving organizations with backlogs, overworked staff, consulting expense, and elevated compliance risk. The main use case is turning laborious regulatory analysis and audit preparation—such as reviewing an All Plan Letter, locating supporting evidence, or identifying policy gaps—into a faster, repeatable workflow.

The economics are particularly compelling for large health plans and managed-care organizations, where compliance work is both high-volume and consequential. Readily’s customer evidence points to a managed-care organization cutting 90% of the time spent across regulatory analysis, audit and oversight, and policy review, while a public health plan reportedly saved $734,000 annually with the same team.

Product / Service

Readily is an AI-native compliance platform for healthcare organizations. It connects regulatory changes to an organization’s own policies, contracts, and operations, then surfaces the relevant requirements, identifies affected departments and procedures, and recommends the actions needed to close gaps. For audit work, it analyzes each requirement, cites supporting evidence, and drafts an assessment so reviewers can verify the result rather than search manually. For regulatory change management, it scans updates, identifies impacted policies, and drafts redlined revisions; its monitoring tools also collect and scrub data universes and flag invalid records before submission.

The product is delivered as a controlled enterprise platform rather than a generic chatbot: Readily highlights role-based access, complete audit trails, and compliance with SOC 2, HIPAA, and ISO 42001. Its benefit is augmentation rather than replacement of compliance expertise—automating document-heavy research and drafting so specialists can spend more time on judgment, risk decisions, and patient-care priorities, without scaling headcount at the same rate as regulatory complexity.

Market

Readily competes in B2B healthcare compliance software, healthcare regtech, regulatory-change management, audit-management, and AI-enabled governance tools. The closest alternatives span both healthcare-specific and horizontal platforms, including Healthicity’s Audit Manager+, NAVEX One’s regulatory-change-management software, and Compliance.ai; broader healthcare compliance suites such as MedTrainer, VComply, HealthStream, and Healthcare Compliance Pros also appear in the competitive set. Readily’s differentiation is its healthcare-specific connection between external regulatory change and the customer’s internal policies, contracts, operations, and audit evidence.

The company is active and appears to be commercially deployed rather than pre-revenue. Y Combinator lists it as a Summer 2023 B2B compliance and healthcare regtech company with a 20-person San Francisco team, while Readily says it has helped billion-dollar healthcare organizations reduce regulatory analysis, policy drafting, and audit work by up to 90% and reports revenue growing 3x quarter over quarter. Its own case studies report 90% time savings, $734,000 in annual savings, and an increase in audits from 20 to 150; the website also identifies Y Combinator, Define Ventures, and the California Health Care Foundation as backers. These figures are primarily company-reported, so they demonstrate traction but should not be treated as independently audited financial disclosure.