The Private Intelligence Engine for Healthcare Data Movement
Sentinel monitors interfaces, explains failures, traces message lineage, detects clinical and operational signals, and turns healthcare data movement into action.
The intelligence layer above your interface engine — it observes, explains and prepares actions; humans approve every change.
Interface Command Center
One pane of glass for every interface you run. Sentinel watches channels, volumes, queues and dependencies continuously, so the state of your data movement layer is always a glance away — not a log-diving expedition.
- Channel overview
- Live message volume
- Channel status
- Source / destination map
- Error + retry queues
- Message browser
- Message lineage
- Alert rules
- Interface dependency graph
Always-on watchers
- Per-interface health scoring
- Stuck-message detection
- Abnormal volume alerts
- ACK / NACK analysis
- Certificate expiration alerts
- VPN / SFTP / API health
- Test / prod drift detection
AI Error Triage
When an interface fails, the clock starts. Sentinel reads the failure the way a senior interface analyst would — then explains it in plain language for managers and in full technical depth for engineers.
- What broke
- Why it broke
- Which system caused it
- What may be impacted
- Whether retry is safe
- Who should own it
Every triage includes
- HL7 segment-level explanation
- Likely root cause
- Suggested fix
- Similar historical errors
- Blast-radius estimate
- Plain-English summary for managers
- Technical detail for analysts
- Auto-drafted vendor email / ticket / test case
Message Lineage Map
Follow any message across its entire journey — from the originating system, through transforms and routing, to the destination chart. When something goes wrong, you see exactly where, with the payload at every hop.
- Quest Order
- Source
- Transform
- Route
- Epic
- ACK
- Chart Filed
Example journey: a Quest lab order traced end-to-end into an Epic chart.
- Source / transformed / destination payloads
- Field-level diff
- ACK response
- Retries
- Failure point
- Downstream impact
HL7 / FHIR Translator View
Drop in an HL7 message and see it decoded: segments, field meanings, suspicious fields, mapped FHIR resources and validation issues — side by side. The Rosetta Stone view for anyone who has ever squinted at pipes and carets.
MSH|^~\&|LIS|QUEST|EHR|GENHOSP|20260701093000||ORU^R01|MSG00001|P|2.5.1 PID|1||MRN-000000^^^MRN||SAMPLE^PATIENT||19700101|F PV1|1|O|CLINIC^101^A OBR|1|ORD-0001||CBC^COMPLETE BLOOD COUNT OBX|1|NM|WBC^LEUKOCYTES||6.2|10*3/uL|4.0-11.0|N|||F
{
"resourceType": "Bundle",
"type": "collection",
"entry": [
{ "resource": {
"resourceType": "Patient",
"identifier": [{ "value": "MRN-000000" }],
"name": [{ "family": "Sample",
"given": ["Patient"] }],
"birthDate": "1970-01-01"
}},
{ "resource": {
"resourceType": "Observation",
"status": "final",
"code": { "text": "Leukocytes" },
"valueQuantity": { "value": 6.2,
"unit": "10*3/uL" },
"referenceRange": [{ "text": "4.0-11.0" }]
}}
]
}- PID → Patient
- PV1 → Encounter
- ORC / OBR / OBX → ServiceRequest / DiagnosticReport / Observation
- SIU → Appointment
- FHIR bundle preview
- JSON / XML / HL7 toggle
Human-Approved Interface Autopilot
Sentinel prepares the response to routine interface problems — the retry, the pause, the escalation, the incident summary — and queues it for sign-off. Nothing touches a production interface without a human decision.
Every action is prepared by the system and approved by a human. Sentinel never silently modifies a production interface.
- Retry safe failed messages
- Pause a noisy channel
- Escalate a critical interface
- Draft an incident summary
- Generate vendor outreach
- Create tickets
- Detect duplicates, missing ACKs & volume anomalies
- Daily interface health summary
Trial Signal Detection
The messages crossing your interfaces carry clinical signal that usually evaporates. Sentinel detects condition patterns, matches them against public trial data, and turns them into research and referral opportunities.
- Condition signal detection
- Matching against public trial data
- Cohort estimation
- Site feasibility scoring
- Eligibility criteria parsing
- Referral-to-trial workflow
- Sponsor outreach draft
- Condition
- Chronic Rhinosinusitis
- Potential Eligible Cohort
- 184
- Nearby Active Trials
- 7
- Sponsor Opportunity
- High
Executive Intelligence Briefings
Leadership should not need an interface engineer to understand the data layer. Sentinel writes the brief: what moved, what failed, what it means, and the five things worth your attention today — in plain English.
- Daily interface health brief
- Failed message summary
- Operational bottlenecks
- Trial opportunity summary
- Referral leakage
- Vendor risk
- Top-5 issues today
- Plain-English executive summary
Interface-Engine Thinking for the AI Healthcare Era
Your interface engine moves messages. Sentinel understands them. It sits above the engine you already run — it does not replace it — and adds the intelligence layer that turns movement into meaning.