Product
One agentic pipeline. Production-grade integration channels.
A deterministic, auditable state machine — not a free-form multi-agent chat — moves every channel from raw schema to a deployed, validated integration.
The agentic pipeline
Parse
Schema Parser ingests source HL7v2 segments, FHIR resources, or C-CDA templates into a canonical representation.
Plan
Mapping Planner proposes field mappings grounded in SNOMED CT, LOINC, ICD-10-CM, and RxNorm embeddings, with a calibrated confidence score per mapping.
Generate
Code Generator produces the transformer and filter code for the target channel.
Validate
Generated code is executed in a sandbox against sample messages; a structured error trace is produced.
Fix
The Fixer agent conditions on the error trace to correct the generation — up to 5 iterations.
Approve
Low-risk changes auto-deploy. High-risk changes (unit conversions, demographic mappings, medication codes) require human approval, regardless of AI confidence.
Eight capabilities that redefine the category
Agentic AI channel generation
Time-to-production for standard HL7v2 → FHIR R4 integrations drops from 2–4 weeks of developer effort to under 5 minutes.
Self-healing integration
Continuously monitors for schema drift, FHIR CapabilityStatement changes, new Z-segments, and terminology updates — and regenerates and validates fixes automatically.
Full connector parity
HL7v2/MLLP, FHIR R4 REST, DICOM (C-STORE, C-FIND, DICOMweb), HTTP/REST, SOAP, Kafka, JDBC, File, FTP/SFTP, JMS, S3, ASTM, WebSocket, Email — 14 connectors in total.
Real-time operations dashboard
Live channel health, throughput graphs, latency percentiles (p50/p95/p99), queue depth, error analytics, and interactive message-flow topology.
Git-based versioning & collaboration
Channels, transformers, and filters are first-class Git artifacts — branching, pull requests, code review, and environment promotion (dev → staging → prod).
RBAC & compliance
Enterprise SSO (SAML 2.0, OIDC, LDAP/AD via Keycloak), granular custom roles, channel-level access scoping, immutable audit trails, PHI-access logging.
Intelligent alerting
10+ alert types — channel down, error-rate spike, latency degradation, queue backlog, schema mismatch, certificate expiry — via Slack, Teams, PagerDuty, webhooks, email, SMS.
Natural language operations
"Show me all channels with errors in the last hour." Operators query channel state in plain English; the LLM planner translates to structured queries and proposes remediation.
Connector breadth
Native support for every major healthcare integration protocol — matching legacy engine breadth while adding cloud-native connectors.