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Database ⇄ Business productivity

DuckDB to Full Enrich integration — real-time, two-way sync

Keep DuckDB and Full Enrich 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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Why teams connect DuckDB and Full Enrich

Mirror Full Enrich's data into DuckDB 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 Full Enrich 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 DuckDB.

Stacksync mirrors Enrichment requests, Contacts, Enrichment results, Emails from Full Enrich into Views, External files (Parquet/CSV/JSON), Attached databases, Database files in DuckDB 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 Full Enrich, so the tool and the database never disagree.

Common use cases

  • Enrich new CRM contacts with verified emails and mobile numbers as they are created.
  • Run waterfall enrichment over warehouse lead lists before importing them into outbound sequencers.
  • Use DuckDB as a transform step: read synced Parquet exports, aggregate with SQL, and write results back to an operational database.
  • Sync SaaS data to Parquet on object storage and query it with DuckDB without standing up a warehouse.

Automate Full Enrich from your codebase

Write to the synced tables in DuckDB and Stacksync propagates the change into Full Enrich, replacing custom integration code.

React to changes as they happen

Updates in Full Enrich arrive as row changes in DuckDB, 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.

What you can sync between DuckDB and Full Enrich

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 Full Enrich objects
Database files Single-file .duckdb databases that jobs read and write directly on disk or object storage. Enrichment requests Submitted batches of contacts to enrich; processed asynchronously by the waterfall.
Schemas Namespaces within a database used to organize tables in sync outputs. Contacts The person inputs (name plus company or domain) sent for enrichment.
Tables Columnar tables created via SQL; the destination for materialized sync data. Enrichment results Completed records fetched by request ID or delivered via webhook.
Views SQL views used to shape or filter data for downstream consumers. Emails Returned addresses with verification status, written back to the CRM or database.
External files (Parquet/CSV/JSON) Files DuckDB queries in place without loading, common as a sync interchange format. Phone numbers Returned mobile and direct-dial numbers from the provider waterfall.
Attached databases Additional database files or external systems attached into one session for cross-source queries. Credits Account balance consumed on successful finds; monitored to pace sync jobs.
What ships with DuckDB ⇄ Full Enrich

Connect DuckDB and Full Enrich for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every DuckDB–Full Enrich connection.

Real-time

Two-way sync

Changes in DuckDB or Full Enrich instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever DuckDB or Full Enrich 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 Full Enrich record.

Observability

Monitoring

Track your DuckDB ⇄ Full Enrich 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 Full Enrich.

How the DuckDB and Full Enrich 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

Full Enrich

Integration surface
REST API with asynchronous bulk enrichment endpoints
Authentication
API key (Bearer token)
Change detection
Webhook callbacks when enrichment batches complete, with polling of result endpoints as a fallback
Capabilities
read · write · webhooks
Rate limits
Subject to the platform's API rate limits and per-batch size constraints
How it works

How to connect DuckDB to Full Enrich — 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.

  1. 01

    Connect your apps

    Authenticate DuckDB and Full Enrich with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    DuckDB connected
    Full Enrich connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the DuckDB and Full Enrich 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.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · DuckDB ⇄ Full Enrich
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    DuckDB Full Enrich
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

DuckDB and Full Enrich integration FAQ

SECURITY

Security teams love 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.

Learn more about security
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:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 386 integrations available for DuckDB and Full Enrich.

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