Real-time
Two-way sync
Changes in eClinicalWorks or MarkLogic instantly reflect in both systems. No stale data, no manual imports.
Business productivity ⇄ Database
eClinicalWorks to MarkLogic integration — real-time, two-way sync
Keep eClinicalWorks and MarkLogic in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.
- SOC 2 and 6 other compliance frameworks
- POC with real engineers in minutes
Adopted by fast-scaling companies moving mission-critical data in real time
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Migrated from MuleSoft
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Migrated from Matillion
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Migrated from Fivetran
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Migrated from Celigo
Why teams connect eClinicalWorks and MarkLogic
Mirror eClinicalWorks's data into MarkLogic so your own code can read and write it like any other table, with changes flowing both ways in seconds.
Engineers integrate with tools like eClinicalWorks through APIs, which means auth, pagination, rate limits, webhooks, and retry logic, all maintained forever and all different for every tool. Meanwhile the data would be trivial to use if it simply lived in MarkLogic.
Stacksync mirrors Practitioners, Observations, Medications, Allergies from eClinicalWorks into Semantic Triples, TDE Views, Document Metadata & Properties, Databases & Forests in MarkLogic and keeps both sides in sync in real time. Your services query the database directly, and inserts or updates your code makes flow back into eClinicalWorks, so the tool and the database never disagree.
Common use cases
- 01 Land encounter and billing-context data in a warehouse for utilization and revenue-cycle reporting.
- 02 Feed appointment events to reminder and messaging platforms to reduce no-shows.
- 03 Keep reference datasets and semantically linked entities aligned across downstream applications.
- 04 Feed harmonized entities into search and analytics applications as documents change.
Common sync patterns
React to changes as they happen
Updates in eClinicalWorks arrive as row changes in MarkLogic, so triggers, jobs, and services can respond in near real time.
One integration pattern for the whole stack
Every synced tool looks the same from the database, so each new integration is configuration, not a new codebase.
Read eClinicalWorks with a query
Records from eClinicalWorks are ordinary rows in MarkLogic; join them, index them, and use them in application logic without touching the vendor API.
What you can sync between eClinicalWorks and MarkLogic
Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.
| eClinicalWorks objects | MarkLogic objects | How this pairing syncs | |
|---|---|---|---|
| Documents Clinical notes and attachments referenced from the chart. | Documents JSON and XML documents, the primary records read from and written to the database. | Same entity on both sides — records pair one-to-one and field-level changes reconcile in both directions. | |
| Immunizations Vaccination history exposed for registries and patient apps. | Document Metadata & Properties Permissions, quality, and property fragments carried with each document. | Immunizations is specific to eClinicalWorks and Document Metadata & Properties to MarkLogic — each maps to any object or custom field on the other side. | |
| Diagnostic reports Structured result reports grouping observations for a study or panel. | Databases & Forests Storage units that define the scope and placement of synced content. | Diagnostic reports is specific to eClinicalWorks and Databases & Forests to MarkLogic — each maps to any object or custom field on the other side. | |
| Patients Demographic records exposed via FHIR Patient resources and HL7 ADT feeds; the anchor for all clinical syncs. | Users & Roles Security principals that govern what an integration credential can read or write. | Patients is specific to eClinicalWorks and Users & Roles to MarkLogic — each maps to any object or custom field on the other side. | |
| Appointments Scheduling records available via FHIR and HL7 SIU messages, synced for reminders and outreach. | Collections Named groupings used to scope which documents a sync reads or updates. | Appointments is specific to eClinicalWorks and Collections to MarkLogic — each maps to any object or custom field on the other side. | |
| Encounters Visit records tying diagnoses, providers, and billing context together. | Semantic Triples RDF data stored alongside documents, queryable with SPARQL for linked-data syncs. | Encounters is specific to eClinicalWorks and Semantic Triples to MarkLogic — each maps to any object or custom field on the other side. |
How changes propagate between eClinicalWorks and MarkLogic
Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.
eClinicalWorks MarkLogic Interval-based propagation
DetectionStacksync polls eClinicalWorks for changes on an incremental schedule, reading only records changed since the previous pass. HL7 interface feeds push event messages as they occur.
DeliveryEach detected change is applied to MarkLogic as a row-level write, with types converted between the two schemas.
MarkLogic eClinicalWorks Interval-based propagation
DetectionStacksync polls MarkLogic for changes on an incremental schedule, reading only records changed since the previous pass. No exposed transaction log.
DeliveryEach detected change is written to eClinicalWorks through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- eClinicalWorks: Subject to the platform's API rate limits and interface throughput agreements.
What ships with eClinicalWorks ⇄ MarkLogic
Connect eClinicalWorks and MarkLogic for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every eClinicalWorks–MarkLogic connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever eClinicalWorks or MarkLogic data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.
At scale
Event queues
Handle millions of events per minute without losing a single eClinicalWorks or MarkLogic record.
Observability
Monitoring
Track your eClinicalWorks ⇄ MarkLogic sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between eClinicalWorks and MarkLogic.
How the eClinicalWorks and MarkLogic connectors work
eClinicalWorks
- Integration surface
- FHIR R4 REST API plus HL7 v2 interfaces (ADT, SIU, ORU) through an interface engine
- Authentication
- OAuth 2.0 / SMART on FHIR for the FHIR API; site-configured credentials for HL7 interface connections
- Change detection
- HL7 interface feeds push event messages as they occur; the FHIR API is polled
- Capabilities
- read · write
- Rate limits
- Subject to the platform's API rate limits and interface throughput agreements
MarkLogic
- Integration surface
- REST API (Client API), plus SQL/ODBC access over TDE views and Java/Node client libraries
- Authentication
- Username/password (digest or basic), with certificate-based options
- Change detection
- No exposed transaction log; polling on document timestamps/metadata, or server-side triggers that record changes for pickup
- Capabilities
- read · write
How it works
How to connect eClinicalWorks to MarkLogic — three steps, no code
Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.
- 01
Connect your apps
Authenticate eClinicalWorks and MarkLogic with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
eClinicalWorks
connected
MarkLogic
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the eClinicalWorks and MarkLogic objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.
objects · eClinicalWorks ⇄ MarkLogicCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
eClinicalWorks MarkLogicCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
eClinicalWorks and MarkLogic integration FAQ
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Yes. Stacksync provides a managed, real-time two-way integration between eClinicalWorks and MarkLogic: authenticate both systems, choose the objects to sync (such as eClinicalWorks's Documents and Immunizations), map fields visually, and changes propagate both ways in milliseconds — no code required.
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eClinicalWorks: Traditional integrations run over HL7 v2 interfaces (ADT for demographics, SIU for scheduling, ORU for results), which are push-based message feeds rather than request/response APIs. MarkLogic: MarkLogic is multi-model: JSON and XML documents, RDF triples, and relational views coexist in one engine and one transaction model. Stacksync's field mapping accounts for these differences between eClinicalWorks and MarkLogic without custom code.
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Stacksync is SOC 2 Type II and ISO 27001 certified with HIPAA BAA support. Data is encrypted in transit, and a zero-persistent-storage architecture means eClinicalWorks and MarkLogic records are not retained after a sync operation.
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Stacksync pricing is usage-based and starts at $1,000/month, including the managed eClinicalWorks and MarkLogic connectors, real-time two-way sync, monitoring, and support. That replaces building and maintaining a custom eClinicalWorks–MarkLogic integration in-house.
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Yes — Stacksync ships production-grade connectors for both eClinicalWorks and MarkLogic. The connectors handle authentication, schema detection, rate limits, and retries; you configure the sync, and Stacksync operates it.
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Change detection on eClinicalWorks: HL7 interface feeds push event messages as they occur; the FHIR API is polled. On MarkLogic: No exposed transaction log; polling on document timestamps/metadata, or server-side triggers that record changes for pickup. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
SECURITY
Security teams trust Stacksync
As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS
SSO & SCIM
Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.
Alerts
Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.
Secure connection options
Securely connects to your systems with:
Related integrations
Every pair below is a real-time, two-way sync. Search all 392 integrations available for eClinicalWorks and MarkLogic.
Popular · 8 of 392
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eClinicalWorks ⇄ Azure SQL Database -
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MarkLogic ⇄ Campfire -
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MarkLogic ⇄ SendGrid
No integrations match .
