The U.S. healthcare market is not short on data. It is short on usable intelligence, open publishing capacity, and expert tools that let outsiders reason at the level of insiders.
The honest version is simple: healthcare strategy is often decided by people with privileged data access, expensive advisory support, and institutional memory. We are building open substitutes that are rigorous enough to matter.
Healthcare Admin Agents are built to cover the operating vocabulary of MHA, MPH, and MBA healthcare programs, including case competitions, fellowship preparation, quality, finance, managed care, operations, policy, informatics, and strategy.
Healthcare Data MCP turns the diaspora of public healthcare data into callable tools, so agents can stop guessing and start retrieving CMS, CDC, NIH, HHS, SAM.gov, CHPL, Census, price transparency, and claims-adjacent context.
USHSO is the long-form comparative encyclopedia: system-by-system reports that combine finance, quality, market position, utilization, leadership, strategy, and competitive context into living intelligence.
AJHCS receives pro bono web, publishing, ranking, and distribution infrastructure because open-access knowledge needs professional-grade operations, not just good intentions.
Each project is useful on its own. Together, they form a stack for creating, validating, publishing, and distributing healthcare strategy intelligence.
The pack currently includes 51 specialized agents across 10 healthcare administration divisions. They are portable prompt and skill files, installable in Codex, Claude Code, Cursor, Windsurf, Gemini CLI, Cline, Amazon Q Developer, Continue.dev, and plain Markdown workflows.
Public healthcare data is everywhere and nowhere: CMS files, price transparency disclosures, research registries, sanctions lists, provider identifiers, grant databases, contract records, quality programs, demographic context, and market geography.
Healthcare Data MCP is a FastMCP toolkit that turns those sources into callable tools with structured responses, source metadata, bounded caches, and deployment modes for local agents or shared local processes.
USHSO is the synthesis layer: a living reference library that compares health systems as organizations, competitors, employers, capital allocators, care delivery networks, and public institutions.
Each report is designed to combine audited filings, CMS quality data, price transparency signals, service-line volumes, market geography, referral behavior, leadership changes, M&A activity, strategy, and public commitments into a single defensible profile.
AJHCS is the public distribution partner in the portfolio: a journal, media platform, and knowledge institution built around open access to healthcare strategy, leadership, and management thought.
Open-Informatics supports organizations like AJHCS with website publishing, ranking, bookstore infrastructure, discoverability, and digital operations for free. That matters because open knowledge fails when the publishing layer looks amateur, fragile, or invisible.
The portfolio is ambitious because the problem is large. The claims stay concrete: working repositories, visible publishing infrastructure, specific data sources, defined agent domains, and an explicit admission that public healthcare data is imperfect.
Agents should be pushed toward public evidence, citations, and data retrieval instead of confident unsupported summaries.
The tools and publishing infrastructure are designed to expand access, not create another closed advisory moat.
The end state is a market where more people can compare health systems, challenge assumptions, and build better healthcare organizations.