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Database ⇄ Accounting and finance

MarkLogic to Pigment integration — real-time, two-way sync

Keep MarkLogic and Pigment 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 Celigo
Migrated from Heroku Connect
Migrated from Matillion
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Migrated from Fivetran
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Migrated from Celigo
Why teams connect MarkLogic and Pigment

Work with Pigment's financial data straight from MarkLogic: read it with ordinary queries, write to it from your own code, and let Stacksync keep both sides consistent.

Engineers need finance data more often than finance systems make it easy to get: for internal tools, reporting services, or logic that reacts to invoices and payments. Working through the vendor API means rate limits, pagination, and glue code that has to be maintained forever.

Stacksync mirrors Tables, Scenarios, Data imports, Users and permissions from Pigment into TDE Views, Document Metadata & Properties, Databases & Forests, Users & Roles in MarkLogic and keeps the two in sync bi-directionally and in real time. Your services read finance records with normal queries against MarkLogic, and rows your code writes or updates flow back into Pigment with validation, so the finance system stays the system of record.

Common use cases

  • Keep dimension lists such as departments and cost centers consistent with master data in the ERP.
  • Sync headcount and compensation data from an HRIS into workforce planning models.
  • Land document data in relational warehouses by reading TDE views as SQL rows.
  • Write updates from operational systems back into the document hub to keep the canonical record current.

Internal tools without API plumbing

Build dashboards and back-office tools directly on MarkLogic; Stacksync handles the API calls, rate limits, and retries against Pigment.

Write back safely

Updates written to the synced tables in MarkLogic propagate into Pigment, so automations can create or correct finance records without custom integration code.

React to financial events

Changes in Pigment appear in MarkLogic as row changes, so you can trigger downstream logic with the database tooling you already use.

What you can sync between MarkLogic and Pigment

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.

MarkLogic objects Pigment objects
Documents JSON and XML documents, the primary records read from and written to the database. Applications Planning models organized by domain such as finance, sales, or workforce
Collections Named groupings used to scope which documents a sync reads or updates. Metrics Multidimensional values holding plans and actuals; the main target for inbound data
Semantic Triples RDF data stored alongside documents, queryable with SPARQL for linked-data syncs. Dimension lists Master data like accounts, products, or employees that metrics are sliced by
TDE Views Relational projections of documents that let syncs read document data as SQL rows. Tables Row-based transactional data loaded into models from source systems
Document Metadata & Properties Permissions, quality, and property fragments carried with each document. Scenarios Versions such as budget, forecast, and actuals that give exported figures their context
Databases & Forests Storage units that define the scope and placement of synced content. Data imports Scheduled loads that bring actuals from ERPs, CRMs, and HRIS into the model
What ships with MarkLogic ⇄ Pigment

Connect MarkLogic and Pigment for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every MarkLogic–Pigment connection.

Real-time

Two-way sync

Changes in MarkLogic or Pigment instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever MarkLogic or Pigment 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 MarkLogic or Pigment record.

Observability

Monitoring

Track your MarkLogic ⇄ Pigment sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between MarkLogic and Pigment.

How the MarkLogic and Pigment connectors work

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

Pigment

Integration surface
REST-based import and export API
Authentication
API keys, issued separately for import and export
Change detection
no change feed; syncs run scheduled imports and exports
Capabilities
read · write
Rate limits
subject to the platform's API rate limits
How it works

How to connect MarkLogic to Pigment — 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 MarkLogic and Pigment 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
    MarkLogic connected
    Pigment connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the MarkLogic and Pigment 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 · MarkLogic ⇄ Pigment
    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
    MarkLogic Pigment
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

MarkLogic and Pigment 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 MarkLogic and Pigment.

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