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
Admin Audit Function - Automated Compliance Auditing | Sparkco AI