Real-time
Two-way sync
Changes in DuckDB or IQMS (DELMIAworks) instantly reflect in both systems. No stale data, no manual imports.
Database ⇄ ERP
DuckDB to IQMS (DELMIAworks) integration — real-time, two-way sync
Keep DuckDB and IQMS (DELMIAworks) 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
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Adopted by fast-scaling companies moving mission-critical data in real time
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Why teams connect DuckDB and IQMS (DELMIAworks)
Give your engineers IQMS (DELMIAworks)'s data in DuckDB: read it with normal queries, write back through the sync, and skip the ERP API entirely.
ERP data sits behind interfaces built for the ERP's own modules, not for your internal systems. Teams that need those records, for reporting services, internal tools, or automations, end up writing integration code against a strict API and maintaining it through every upgrade.
Stacksync mirrors Shipments, Quality Records, Production Monitoring Data, Sales Orders from IQMS (DELMIAworks) into DuckDB and keeps both sides consistent in real time. Whatever IQMS (DELMIAworks) is the system of record for, whether financials, operations, people, or procurement, those records become rows your code can query, and changes written in DuckDB sync back into IQMS (DELMIAworks) with its validations respected.
Common use cases
- 01 Push aggregates computed in DuckDB out to a CRM or business tools so analysis results reach operational systems.
- 02 Use DuckDB as a transform step: read synced Parquet exports, aggregate with SQL, and write results back to an operational database.
- 03 Mirror customers and sales orders between the CRM and the ERP to remove manual re-entry
- 04 Consolidate machine monitoring and quality data into a BI warehouse for plant performance reporting
Common sync patterns
Where IQMS (DELMIAworks) is the HR system of record: people data for internal systems
Worker and org records stay current in DuckDB for provisioning, access, and reporting systems that read from the database.
Controlled write-back
Choose exactly which tables and fields may flow from DuckDB back into IQMS (DELMIAworks), keeping the ERP authoritative.
Read ERP records with a query
Records from IQMS (DELMIAworks) live in DuckDB as ordinary tables or collections, joinable with the rest of your data.
What you can sync between DuckDB and IQMS (DELMIAworks)
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.
| DuckDB objects | IQMS (DELMIAworks) objects | How this pairing syncs | |
|---|---|---|---|
| External files (Parquet/CSV/JSON) Files DuckDB queries in place without loading, common as a sync interchange format. | Shipments Ship confirmations flow to customer-facing systems for order tracking. | External files (Parquet/CSV/JSON) is specific to DuckDB and Shipments to IQMS (DELMIAworks) — each maps to any object or custom field on the other side. | |
| Attached databases Additional database files or external systems attached into one session for cross-source queries. | Quality Records Quality and compliance data consolidates into reporting systems. | Attached databases is specific to DuckDB and Quality Records to IQMS (DELMIAworks) — each maps to any object or custom field on the other side. | |
| Database files Single-file .duckdb databases that jobs read and write directly on disk or object storage. | Production Monitoring Data Machine and process data from the MES layer feeds BI dashboards. | Database files is specific to DuckDB and Production Monitoring Data to IQMS (DELMIAworks) — each maps to any object or custom field on the other side. | |
| Schemas Namespaces within a database used to organize tables in sync outputs. | Sales Orders Order headers and lines sync with CRM and EDI channels to remove re-keying. | Schemas is specific to DuckDB and Sales Orders to IQMS (DELMIAworks) — each maps to any object or custom field on the other side. | |
| Tables Columnar tables created via SQL; the destination for materialized sync data. | Work Orders Production order status feeds sales tools so quoted lead times reflect the floor. | Tables is specific to DuckDB and Work Orders to IQMS (DELMIAworks) — each maps to any object or custom field on the other side. | |
| Views SQL views used to shape or filter data for downstream consumers. | Items & Inventory Item and on-hand data drive availability in commerce and planning systems. | Views is specific to DuckDB and Items & Inventory to IQMS (DELMIAworks) — each maps to any object or custom field on the other side. |
How changes propagate between DuckDB and IQMS (DELMIAworks)
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.
DuckDB IQMS (DELMIAworks) Interval-based propagation
DetectionStacksync polls DuckDB for changes on an incremental schedule, reading only records changed since the previous pass. Polling or full re-reads.
DeliveryEach detected change is written to IQMS (DELMIAworks) through its API, with automatic retries and rate-limit backoff.
IQMS (DELMIAworks) DuckDB Interval-based propagation
DetectionStacksync polls IQMS (DELMIAworks) for changes on an incremental schedule, reading only records changed since the previous pass. Polling.
DeliveryEach detected change is applied to DuckDB as a row-level write, with types converted between the two schemas.
Rate-limit considerations
- DuckDB: No API rate limits; throughput is bounded by local compute and I/O.
- IQMS (DELMIAworks): Constrained by database and application resources rather than published API rate limits.
What ships with DuckDB ⇄ IQMS (DELMIAworks)
Connect DuckDB and IQMS (DELMIAworks) for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every DuckDB–IQMS (DELMIAworks) connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever DuckDB or IQMS (DELMIAworks) 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 DuckDB or IQMS (DELMIAworks) record.
Observability
Monitoring
Track your DuckDB ⇄ IQMS (DELMIAworks) sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between DuckDB and IQMS (DELMIAworks).
How the DuckDB and IQMS (DELMIAworks) connectors work
DuckDB
- Integration surface
- In-process SQL engine via client libraries (Python, Node.js, JDBC, CLI); no server or network API by default
- Authentication
- None built in; access control is file-system level (MotherDuck adds token auth for its hosted service)
- Change detection
- Polling or full re-reads; no change feed or transaction log API
- Capabilities
- read · write
- Rate limits
- No API rate limits; throughput is bounded by local compute and I/O
IQMS (DELMIAworks)
- Integration surface
- Database-level access and vendor integration interfaces; no broadly documented public REST API
- Authentication
- Database credentials or vendor-issued integration credentials
- Change detection
- Polling
- Capabilities
- read · write
- Rate limits
- Constrained by database and application resources rather than published API rate limits
How it works
How to connect DuckDB to IQMS (DELMIAworks) — 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 DuckDB and IQMS (DELMIAworks) with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
DuckDB
connected
IQMS (DELMIAworks)
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the DuckDB and IQMS (DELMIAworks) 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 · DuckDB ⇄ IQMS (DELMIAworks)Customers 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.
DuckDB IQMS (DELMIAworks)Company company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
DuckDB and IQMS (DELMIAworks) integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between DuckDB and IQMS (DELMIAworks): authenticate both systems, choose the objects to sync (such as DuckDB's External files (Parquet/CSV/JSON) and Attached databases), map fields visually, and changes propagate both ways in milliseconds — no code required.
-
On the DuckDB side: External files (Parquet/CSV/JSON), Attached databases, Database files, Schemas, plus custom fields where DuckDB exposes them. On the IQMS (DELMIAworks) side: Shipments, Quality Records, Production Monitoring Data, Sales Orders. Stacksync auto-detects both schemas and converts types between the two systems.
-
Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
-
Common patterns for DuckDB and IQMS (DELMIAworks): Where IQMS (DELMIAworks) is the HR system of record: people data for internal systems; Controlled write-back; Read ERP records with a query. Worker and org records stay current in DuckDB for provisioning, access, and reporting systems that read from the database.
-
DuckDB: In-process SQL engine via client libraries (Python, Node.js, JDBC, CLI); no server or network API by default. Authentication: None built in; access control is file-system level (MotherDuck adds token auth for its hosted service). IQMS (DELMIAworks): Database-level access and vendor integration interfaces; no broadly documented public REST API. Authentication: Database credentials or vendor-issued integration credentials. Stacksync manages authentication, retries, and rate limits on both sides.
-
DuckDB: Concurrency is single-writer: one process holds write access to a database file at a time, which shapes how sync jobs schedule writes. IQMS (DELMIAworks): The product has historically been deployed on an Oracle database, so integrations often read from the database tier where a public API does not cover the needed data. Stacksync's field mapping accounts for these differences between DuckDB and IQMS (DELMIAworks) without custom code.
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
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
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