How Medisolv Cut Healthcare Regulatory Content Production by 80% with Writer AI Agents

Medisolv helps hospitals and healthcare organizations navigate the federal quality reporting requirements set by the Centers for Medicare and Medicaid Services. Compliance in this space requires reading, interpreting, and communicating rulings that run thousands of pages and change multiple times per year — documents dense with technical specifications written in a form closer to computer code than natural language. Medisolv’s team must translate that complexity into guidance their clients can act on, a process that was resource-intensive and time-consuming at scale.

Before implementing Writer, producing a single blog article on a new CMS measure involved a multi-step process: SVP Erin Heilman would read through a technical specification, schedule a lengthy interview with a clinical expert to verify her interpretation, then write the article from scratch. From start to finish, each piece took roughly ten hours. New employees — even those with fifteen years of clinical experience — struggled to learn the company’s terminology and brand voice, making onboarding and content consistency persistent challenges. Every CMS ruling cycle compounded the pressure on an already resource-constrained team.

Medisolv chose Writer for its transparency about data handling, its graph-based RAG technology (Writer Knowledge Graph), and its ability to enforce terminology rules and brand style guides natively within the writing environment. The team built two core AI agents using Writer AI Studio. The first takes CMS quality measure specifications — dense, code-like government documents — and translates them into a 70%-complete draft article that writers can refine and finalize. The second ingests entire annual CMS rulings (up to 10,000 pages) and generates a structured table of contents flagging where specific regulatory issues appear and how they have changed year-over-year. Writer Knowledge Graph serves as the company’s internal source of truth, giving every team member instant access to verified regulatory interpretations without needing to fact-check with subject-matter experts.

The productivity shift was immediate. Article production dropped from ten hours to two or three, representing an 80% reduction in time spent per asset. The clinical client services team — technical experts who had previously struggled to produce written materials — began confidently drafting compliance content using Writer as a starting point. Within 30 days of deployment, 77% of users were actively engaging with the platform, a signal Medisolv’s leadership used to validate the investment to executives. The ability to instantly analyze a 10,000-page government ruling and extract what changed replaced days of manual review.

Medisolv continues to expand its use of Writer AI Studio, with Heilman building new agents in the platform’s no-code environment. One recent agent analyzes hospitals’ government results reports and identifies specific quality measures where they underperformed — a task that previously required manual review of complex CSV files — delivering the analysis in fifteen minutes. For a company whose value proposition depends on making impenetrable regulatory complexity accessible, Writer has become a core operational capability rather than a productivity tool.