The system of record AI agents plug into
300+ structured database schemas. 31 specialized AI assistants. Real-time operational, clinical, and financial data across senior living portfolios. Build on the most comprehensive data layer in senior housing — or let your agents connect directly.
What This Means for Your Business
Behind every technical capability is a business outcome that impacts your bottom line, your investors, and your residents.
Technical Capability
Business Outcome
Unified data domains
Single source of truth
No more reconciling spreadsheets across clinical, financial, and property systems.
Real-time APIs
Faster decisions
Live occupancy, revenue, and census data — not last month's report.
AI integration
Reduced labor + better staffing
31 specialized assistants automate documentation, scheduling, and compliance tasks.
Structured data
Predictable reporting for investors
Institutional-grade data exports that LPs and lenders actually trust.
Agent Discovery — Built In
AI crawlers and autonomous agents discover SeniorCRE through industry-standard protocols. No integration work required — just point your agent at our discovery endpoints.
llms.txt
seniorcre.com/llms.txtNatural-language platform description optimized for LLM comprehension. Full capability index, key pages, and content taxonomy.
agents.json
.well-known/agents.jsonStructured capability manifest with data domains, integration protocols, compliance status, and contact endpoints.
robots.txt
seniorcre.com/robots.txtGPTBot, ClaudeBot, PerplexityBot, and all major AI crawlers explicitly allowed. Full access to public marketing content.
Seven Data Domains. One Platform.
Every AI agent in senior living needs structured, compliant, real-time data. We are that layer.
Clinical Operations
EHR, eMAR, ADL, care plans, vitals, wound care, behavior tracking
Workforce
Scheduling, labor costs, retention analytics, float pool management
Financial Metrics
NOI, RevPAR, occupancy, operating margins — normalized to integer cents
Market Intelligence
Submarket supply/demand, comps, demographics, competitive analysis
Compliance
State licensing, survey deficiencies, corrective actions — all 50 states
Real Estate
Properties, portfolios, deal pipeline, transactions, valuation tools
SCRE-DEX Benchmarks
Proprietary operational benchmarks, staffing ratios, care quality scores
Connect Your Way
REST API for traditional integrations. MCP for AI agents. SCRE-DEX for industry data exchange.
REST API
- Fastify + tRPC on ECS Fargate
- Bearer token authentication
- Rate-limited (100 req/min)
- JSON responses
MCP Server
- Streamable HTTP transport
- Tool discovery via protocol
- Read & write operations
- Claude, GPT, Cursor compatible
SCRE-DEX Protocol
- Proprietary data exchange
- Operational benchmarks
- Market analytics
- No equivalent exists
Why AI Agents Need SeniorCRE
Cold Start Elimination
New AI agents face a chicken-and-egg problem: they need data to be useful, but need users to get data. SeniorCRE eliminates this — agents plug in and immediately access 300+ structured schemas.
Compliance Moat
HIPAA, state licensing, and survey data requires specialized handling. General-purpose platforms can't touch this data safely. We handle PHI with signed URLs, RLS isolation, and SECURITY DEFINER functions.
SCRE-DEX Lock-In
Our proprietary data exchange protocol has no equivalent. Agents that need operational benchmarks, staffing ratios, or care quality scores must route through SeniorCRE.
Vertical Depth
Horizontal platforms can't match domain-specific schemas for medication administration, ADL assessments, regulatory surveys, and NOI calculations. We speak senior living natively.
Architecture
Every AI agent operating in senior living routes through SeniorCRE.
┌─────────────────────────────────────────────────────┐ │ AI Agent Ecosystem │ │ │ │ ┌──────────┐ ┌──────────┐ ┌──────────────────┐ │ │ │ Claude │ │ GPT │ │ Custom Agents │ │ │ │ Agents │ │ Agents │ │ (Investor Tools) │ │ │ └────┬─────┘ └────┬─────┘ └────────┬─────────┘ │ │ │ │ │ │ │ └──────────────┼─────────────────┘ │ │ │ │ │ ┌───────▼───────┐ │ │ │ MCP / REST │ │ │ │ Interface │ │ │ └───────┬───────┘ │ │ │ │ │ ┌───────────────────▼───────────────────────────┐ │ │ │ SeniorCRE® System of Record │ │ │ │ │ │ │ │ ┌─────────┐ ┌──────────┐ ┌───────────────┐ │ │ │ │ │Clinical │ │Financial │ │ SCRE-DEX │ │ │ │ │ │ Data │ │ Metrics │ │ Benchmarks │ │ │ │ │ └─────────┘ └──────────┘ └───────────────┘ │ │ │ │ ┌─────────┐ ┌──────────┐ ┌───────────────┐ │ │ │ │ │ CRM / │ │Compliance│ │ Market Intel │ │ │ │ │ │ Census │ │ & Survey │ │ & Analytics │ │ │ │ │ └─────────┘ └──────────┘ └───────────────┘ │ │ │ └────────────────────────────────────────────────┘ │ └───────────────────────────────────────────────────────┘
Enterprise-Grade Security
Built for healthcare data from day one — not retrofitted.
Build the Future of Senior Living
Whether you're building an AI agent, integrating operational data, or developing tools for the senior living industry — SeniorCRE is your data layer.