Senior Care Management Platform That Unified Operations Across 6 Assisted Living Facilities

A family-owned assisted living company operating six facilities across two states was struggling to manage 400-plus residents, 180 employees, and growing regulatory requirements with a patchwork of disconnected systems, paper binders, and facility-specific processes. Each facility had developed its own way of tracking residents, scheduling staff, communicating with families, and managing compliance documentation, creating operational silos that made it impossible for the ownership group to have a clear picture of what was happening across their portfolio.

The company had grown from a single facility opened 11 years ago to six facilities through a combination of organic growth and two acquisitions. Each acquisition brought its own systems and processes, and the company had never invested in a unified operations platform. The founder's original facility ran on a combination of a legacy care management application and paper binders. The two acquired facilities each brought their own software. The three newest facilities had been started on spreadsheets with the intention of "picking a system later." That later had never arrived.

JSG was engaged to design and deploy a unified senior care management platform that would bring all six facilities onto a single operational system, standardizing resident management, family communication, staff scheduling, medication tracking, and compliance documentation.

Client: Family-owned assisted living company operating six facilities across two states, providing independent living, assisted living, and memory care services. Eleven years in operation with a reputation for quality care but growing operational complexity from expansion.

Employee Size: 180 employees across 6 facilities

Industry: Healthcare

Services: - Unified Operations Platform Development - Resident Management & Family Communication Portal - Staff Scheduling & Workforce Optimization - Medication Tracking & Compliance Automation

The company's operational fragmentation was not just an inconvenience -- it was creating care quality risks, family communication failures, compliance exposure, and leadership blind spots that grew more dangerous with each new facility added to the portfolio.

First, resident management was scattered across incompatible systems. Basic information about a resident -- their care plan, dietary restrictions, medication schedule, emergency contacts, and physician orders -- lived in different places at different facilities. When the ownership team wanted a simple count of how many residents across all six facilities required memory care-level services, it took three days of phone calls and spreadsheet compilation to produce the answer. Transfer of a resident between facilities required manual re-entry of their entire record. Staff who floated between facilities had to learn different systems at each location.

Second, family communication was inconsistent and often inadequate. Families expected regular updates about their loved ones, but the method and frequency of communication varied wildly by facility and even by individual staff member. Some facilities sent weekly email updates; others relied on phone calls only when something went wrong. The company had no family-facing portal, so families who wanted information had to call during business hours and hope they reached someone familiar with their resident. Family satisfaction surveys consistently ranked communication as the number-one area for improvement, and the company had lost residents to competitors who offered family portals and real-time updates.

Third, staff scheduling was a manual nightmare that consumed director-level time at every facility. Each facility director built schedules in spreadsheets, managed shift swaps via text message, and scrambled to fill call-outs by working through a personal list of per-diem staff. There was no visibility into company-wide staffing levels, no ability to share available per-diem staff across facilities, and no system to ensure that state-mandated staffing ratios were maintained at all times. Overtime costs had increased 34% year-over-year as directors approved extra shifts to cover gaps they couldn't fill through better coordination.

Fourth, compliance documentation was facility-specific and audit-vulnerable. Each state had different assisted living regulations, and each facility maintained its own compliance binders. Incident reports, medication administration records, fire drill logs, staff training certifications, and resident rights acknowledgments were tracked in paper or basic spreadsheets with no centralized oversight. During the most recent state inspection at one facility, surveyors identified three expired staff training certifications that should have been renewed months earlier -- a finding that resulted in a plan of correction and damaged the company's reputation with the licensing agency.

The company needed:

• A single resident management system deployed across all six facilities
• A family communication portal providing real-time updates and secure messaging
• A staff scheduling system with cross-facility visibility and ratio compliance tracking
• Centralized medication tracking with administration logging and discrepancy alerts
• A compliance documentation system that prevented expired certifications and missed requirements

JSG designed and deployed a unified senior care management platform built on the TMX engine that brought all six facilities onto a single operational system while accommodating the regulatory differences between the two states the company operated in.

Key Components

Centralized Resident Management The TMX platform provided a single resident record accessible across all six facilities. Each resident's profile included their care plan, medical history, dietary requirements, activity preferences, emergency contacts, physician orders, and a chronological log of all care interactions. Facility staff accessed resident information through role-based views, and the ownership team had portfolio-wide dashboards showing census, acuity levels, and care plan compliance across all locations.

Family Communication Portal A secure, web-based family portal gave authorized family members real-time visibility into their loved one's daily activities, care plan updates, medication changes, and upcoming appointments. Families could send secure messages to care staff, receive photo updates, and view incident notifications within minutes of occurrence. The portal replaced the unpredictable phone-call-based communication model with a consistent, documented communication channel that families could access at any time.

AI-Powered Incident Pattern Detection Azure OpenAI analyzed incident reports across all six facilities to identify patterns that individual facility directors might miss. The system flagged clusters of similar incidents -- repeated falls in a specific hallway, medication refusal patterns among memory care residents, behavioral changes correlated with staffing transitions -- and surfaced these patterns to leadership with recommended interventions. This proactive intelligence transformed incident management from reactive documentation to preventive action.

Staff Scheduling and Optimization An integrated scheduling system replaced the six separate spreadsheets with a single platform that managed schedules, shift swaps, call-out coverage, and per-diem staff availability across all facilities. Azure OpenAI-powered optimization recommended schedule adjustments to minimize overtime while maintaining mandated staffing ratios. N8N workflows sent shift notifications, swap confirmations, and call-out alerts automatically, and the system calculated real-time staffing ratios against state requirements with alerts when any facility approached the minimum threshold.

Medication Tracking and Administration Logging A digital medication administration record (eMAR) replaced paper MARs at all facilities. Staff logged each medication administration via tablet at the point of care, with barcode scanning to verify resident identity and medication match. Missed doses, late administrations, and refusals triggered immediate alerts to the supervising nurse, and discrepancy reports were generated automatically for pharmacy review.

Compliance Documentation Engine A centralized compliance module tracked all regulatory requirements by state and by facility type, with automated alerts for upcoming deadlines. Staff training certifications, fire drill schedules, resident rights reviews, incident report filing deadlines, and licensing renewal dates were all monitored with escalating alert chains. N8N workflows ensured that no compliance requirement could lapse without multiple notifications to responsible staff and leadership.

## Quantifiable Impact

• All 6 facilities operating on a single unified platform within 4 months of deployment
• Family satisfaction scores increased from 64% to 89% within the first quarter
• Compliance incidents (expired certifications, missed filings) reduced from an average of 5 per quarter to zero
• Staff scheduling conflicts eliminated, with overtime costs reduced by 28%
• Incident pattern detection identified 3 previously unrecognized environmental hazards, preventing an estimated 12 falls per quarter

• Frontend: React (family portal, administrative dashboards)
• Backend: Node.js with Express
• Platform: TMX (operations platform, resident management, data layer)
• Cloud: Microsoft Azure
• Database: Azure SQL with facility-level data partitioning
• AI & Automation: Azure OpenAI (incident pattern detection, staffing optimization recommendations, care plan gap analysis)
• Workflow Orchestration: N8N (shift notification workflows, compliance alert chains, incident escalation, medication discrepancy alerts)
• Staff Tools: Power Apps (nurse station mobile interface, eMAR point-of-care logging)
• Communication: Twilio (shift notifications, family alert SMS), SendGrid (family portal email notifications)
• Integrations: Pharmacy system API (medication data sync), payroll system (schedule-to-timesheet), state licensing databases