Admin Audit Function
Natural language audit queries across all systems
Chat with Sparkco to retrieve information from historical agent activities, EHR data, and compliance events. Query your facility's complete operational history using conversational AI.
Natural Language Queries
COMPLIANCE QUERY
"Show me all COC events for Room 205 last week"
Returns timestamped change-of-condition events with physician responses
AUDIT QUERY
"Which residents had medication changes this month?"
Cross-references EHR data with Sparkco agent activities
PERFORMANCE QUERY
"Average response time for night shift COCs?"
Analyzes historical timing data and generates performance metrics
TREND QUERY
"Compare fall incidents Q3 vs Q4"
Aggregates incident reports and identifies patterns over time
Accessible Data Sources
Sparkco agent logs100% coverage
EHR event historyReal-time sync
Compliance records7-year retention
Communication transcriptsHIPAA-compliant
Audit trail metadataImmutable logs
Query Processing Pipeline
STEP 1
Intent Recognition
NLP parses natural language query
STEP 2
Data Mapping
Maps to relevant data sources
STEP 3
Secure Retrieval
RBAC-filtered data access
STEP 4
Response Generation
Structured summary with citations
Access Permissions
AdministratorFull access
DON/ADONClinical data
Compliance OfficerAudit records
Unit ManagerUnit-specific
Response Formats
Conversational summaryDefault
Structured data tableAvailable
Export to CSV/PDFAvailable
Audit-ready reportsAvailable
System Performance
< 3s
Average query response
95%
Query accuracy rate
7 years
Historical data depth
24/7
Audit availability
•
API documentation