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Database ⇄ Accounting and finance

Oracle DB to Pigment integration — real-time, two-way sync

Keep Oracle DB 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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Why teams connect Oracle DB and Pigment

Work with Pigment's financial data straight from Oracle DB: 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 Dimension lists, Tables, Scenarios, Data imports from Pigment into Views, Materialized views, Schemas, Sequences in Oracle DB and keeps the two in sync bi-directionally and in real time. Your services read finance records with normal queries against Oracle DB, 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

  • 01 Keep dimension lists such as departments and cost centers consistent with master data in the ERP.
  • 02 Sync headcount and compensation data from an HRIS into workforce planning models.
  • 03 Write changes from SaaS apps back into Oracle so PL/SQL jobs and reports run on current data.
  • 04 Log-based replication of order and inventory tables into an analytics warehouse instead of nightly batch dumps.

Common sync patterns

Query finance data like any other data

Customers, invoices, and payments from Pigment live in Oracle DB as regular tables or collections your team can join, index, and query.

Internal tools without API plumbing

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

Write back safely

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

What you can sync between Oracle DB 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.

Oracle DB objects Pigment objects How this pairing syncs
Tables The primary read/write surface for row-level sync over SQL Tables Row-based transactional data loaded into models from source systems Same entity on both sides — records pair one-to-one and field-level changes reconcile in both directions.
Schemas Per-user namespaces that scope sync permissions and object visibility Users and permissions Access controls governing which model areas a sync can touch Schemas is specific to Oracle DB and Users and permissions to Pigment — each maps to any object or custom field on the other side.
Sequences Key generators to respect when external systems insert rows Applications Planning models organized by domain such as finance, sales, or workforce Sequences is specific to Oracle DB and Applications to Pigment — each maps to any object or custom field on the other side.
PL/SQL procedures and packages In-database logic that can consume or transform synced data Metrics Multidimensional values holding plans and actuals; the main target for inbound data PL/SQL procedures and packages is specific to Oracle DB and Metrics to Pigment — each maps to any object or custom field on the other side.
Partitions Physical subdivisions relevant when replicating high-volume tables Dimension lists Master data like accounts, products, or employees that metrics are sliced by Partitions is specific to Oracle DB and Dimension lists to Pigment — each maps to any object or custom field on the other side.
JSON columns Document data stored in the converged engine and synced alongside relational rows Scenarios Versions such as budget, forecast, and actuals that give exported figures their context JSON columns is specific to Oracle DB and Scenarios to Pigment — each maps to any object or custom field on the other side.

How changes propagate between Oracle DB and Pigment

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.

Oracle DB Pigment Sub-second propagation

DetectionChanges in Oracle DB are captured at the source via change data capture — no polling loop against its API. Log-based CDC from redo logs via LogMiner or GoldenGate, or trigger and timestamp polling.

DeliveryEach detected change is written to Pigment through its API, with automatic retries and rate-limit backoff.

Pigment Oracle DB Interval-based propagation

DetectionStacksync polls Pigment for changes on an incremental schedule, reading only records changed since the previous pass. No change feed.

DeliveryEach detected change is applied to Oracle DB as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Oracle DB: Throughput bounded by database resources rather than API quotas.
  • Pigment: Subject to the platform's API rate limits.
What ships with Oracle DB ⇄ Pigment

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Oracle DB 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 Oracle DB or Pigment record.

Observability

Monitoring

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

Trading partners

EDI

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

How the Oracle DB and Pigment connectors work

Oracle DB

Integration surface
SQL wire protocol (Oracle Net) via JDBC, ODBC, and native OCI drivers
Authentication
database username and password; wallets, Kerberos, and directory-based authentication in enterprise setups
Change detection
log-based CDC from redo logs via LogMiner or GoldenGate, or trigger and timestamp polling
Capabilities
read · write · CDC
Rate limits
throughput bounded by database resources rather than API quotas

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 Oracle DB 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 Oracle DB 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
    Oracle DB connected
    Pigment connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

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

Oracle DB and Pigment integration FAQ

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.

Learn more about security
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:

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 363 integrations available for Oracle DB and Pigment.

Popular · 7 of 363
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