Every record & field
Pull the full Mollie data model - invoices, transactions, payments, ledger and tax fields - not just a fixed preset, so your financial reports are never missing a line.
Mollie
Mollie
Finance & AccountingDataddo extracts the full Mollie record set - invoices, transactions, payments, ledger entries - and delivers it wherever your finance team needs it: into AI tools and agents, your warehouse like Snowflake and BigQuery, BI dashboards, and back into your ERP and CRM. Blend it across entities and systems, backfill full history for audit, and keep it fresh on your schedule - all fully managed, with the data plane running where you choose. No pipelines to build, no lock-in.
YOUR FINANCE SOURCE OF TRUTH
Turn Mollie into financial reporting your whole team trusts
Financial data is only useful when it's complete, reconciled, and current. Dataddo extracts the full Mollie record model, governs it, and serves it to every warehouse, dashboard, AI tool, and downstream system - continuously and without manual exports.
Blend across entities & systems
Combine Mollie with your other accounting, payment, and CRM sources so consolidated, multi-entity reporting lives in one place.
Backfill full history for audit
Load historical Mollie data beyond the platform's export limits, so period-over-period, reconciliation, and audit trails hold up.
Model & clean before load
Normalize currencies, tax codes, and account names, and let the Data Quality Firewall stop bad rows before Mollie data reaches your reports.
Fresh on your schedule
Incremental, scheduled syncs keep Mollie data current - as often as hourly - without manual exports or full reloads.
Governed & auditable
Delivery alerts and quality checks catch gaps in Mollie data early, so month-end close and dashboards never silently break.
DATASETS
What you can pull from Mollie
The Mollie connector provides a list of curated datasets - ready-made sets of records, fields, and metrics you can extract on a schedule. Need something specific? Any dataset can be forked and customized, or built from scratch, with our Universal Connector.
List of curated datasets
Resourceresource
string
Idid
string
Amount - Currencyamount_currency
string
Amount - Valueamount_value
float
Settlement Amount - CurrencysettlementAmount_currency
string
Settlement Amount - ValuesettlementAmount_value
float
Created AtcreatedAt
datetime
Reason - Codereason_code
string
Reason - Descriptionreason_description
string
Reversed AtreversedAt
datetime
Payment IdpaymentId
string
Need a dataset, metric, or attribute you don't see?
Tell us what's missing and we'll add it to the connector.
WITH VS. WITHOUT
Who carries the load when things change
Keep Mollie data flowing to every warehouse, dashboard, and tool - and see who owns it when an API or schema changes:
| Without Dataddo |
With Dataddo
|
Outcome for you | |
|---|---|---|---|
| API or auth change | You discover the breakage and scramble to fix it. | We update the connector and restore the pipeline - often before you notice. | Syncs from Mollie keep flowing |
| Schema drift | Columns change and pipelines break or corrupt data silently. | Detected automatically and handled by configurable rules. | Only clean Mollie data lands in reports |
| Endpoint deprecated | You re-engineer the integration. | We own the update - the data contract holds. | Your Mollie reporting keeps working |
| Missing connector | You build and maintain a custom integration. | We build it and maintain it, under a ~4-week SLA. | Any Mollie record you need, on request |
| Silent degradation | You find out when a report or model run fails. | Proactive monitoring catches anomalies and delays first. | Gaps caught before month-end close |
| Debugging | You dig through logs across disconnected tools. | Run histories, payload inspection, and end-to-end lineage in one place. | Faster root-cause, fewer reporting gaps |
Data residency by design
Choose where Mollie data is processed - same cloud, region, or sovereign
Mollie is a cloud API, so the question isn't on-prem vs cloud - it's which region your financial data flows through. With Dataddo you run the data plane in the region you choose, so Mollie payloads move straight to your destinations without transiting a third-party SaaS. Pin it to an EU or US region for compliance and data-residency requirements, or self-host when a downstream target lives inside your own network.
| Data Plane location | Typical data sensitivity | Why this setup |
|---|---|---|
|
Public cloud 
AWS
Microsoft Azure
Google Cloud
|
Low to moderate - general business, marketing, and product data; sources that are already cloud-native. | Fastest to stand up and scales elastically. Best when the data has no residency restriction and often already lives in the same public cloud. |
|
Regional & EU sovereign clouds
EU sovereign clouds
Regional providers
Private cloud
|
Regulated / residency-bound - PII, financial, and health data governed by GDPR or local law. | Keeps processing inside a specific jurisdiction to meet data-residency and sovereignty rules, while still running as managed infrastructure. |
|
On-premises 
Kubernetes
Red Hat OpenShift
VMware Tanzu
|
Highly sensitive / restricted - data that contractually or legally cannot leave the corporate perimeter. | Data never leaves your network. Required for air-gapped, classified, or locked-down environments; the Control Plane still manages it via metadata only. |
DATA DELIVERY
Every way to deliver Mollie data
Financial data rarely has one home. Dataddo feeds Mollie into AI and agents, loads it into your warehouse for financial modeling, syncs records back into ERP and CRM systems, and delivers files to storage for archival - all governed the same way.
| Transport type | What it does | Typical destinations | Typical business use cases |
|---|---|---|---|
| Data to AI & Agents | Feed Mollie data into vector databases, LLMs, and AI agents so finance copilots can reason over your numbers. | Load Mollie records into vector stores for retrieval-augmented finance assistants, Give AI agents and copilots governed access to live Mollie financial data | |
| ETL / ELT to your warehouse | Load Mollie records and metrics into your warehouse for financial and revenue analytics. | Centralize Mollie across entities in Snowflake, BigQuery, or Redshift for consolidated reporting, Backfill Mollie history for reconciliation and audit | |
| Sync back to ERP & CRM | Push reconciled or modeled records built from Mollie data back into ERP, accounting, and CRM systems. | Sync modeled financial records from Mollie into your ERP or CRM, Keep Mollie data aligned across finance and revenue systems | |
| Files to storage & archive | Deliver raw or modeled Mollie extracts to object storage and partners for archival and audit. | Archive raw Mollie exports to S3, GCS, or Azure storage for retention, Send scheduled Mollie extracts to auditors or partners over SFTP |
Claude
OpenAI
Gemini
Mistral AI
Snowflake
BigQuery
Amazon Redshift
PostgreSQL
NetSuite
Exact Online
Salesforce
HubSpot
Google Cloud Storage
Azure Blob Storage
SFTP
Case Studies
See what finance teams build with Dataddo
65,000 Social Media Accounts. One Platform. Zero Manual Authorizations.
Beauty & Consumer Goods
How Livesport Activates Data, Saves Engineering Resources with BigQuery and Dataddo
Entertainment
How ID&T Group Activates Data from 1M+ Festival Fans and Dozens of Social Accounts
Entertainment
How Sensire Accelerated Migration of a Proprietary On-Premise Data Infrastructure to the Cloud with Dataddo
Healthcare
How Ringside.ai Builds a Data Product Better and Faster Using Dataddo
Marketing
How Publicis Groupe Brasil Uses Dataddo's API to Scale a Data Product
Advertising
FAQ
Mollie as a source + Dataddo, answered
Where can I send Mollie data?
To any of Dataddo's 150+ destinations - warehouses like Snowflake and BigQuery, BI dashboards, ERP and CRM systems, object storage, and AI or vector stores - plus custom destinations on request.
Do I have to maintain the pipeline?
No. Dataddo is fully managed: we maintain the Mollie connector, adapt to API and schema changes, and alert you if anything needs attention. There is no pipeline code for you to write or fix.
Can I consolidate Mollie data across multiple entities?
Yes. Dataddo can pull Mollie data from multiple accounts or entities and load it into one warehouse, blended and normalized, so consolidated and multi-entity reporting works without manual exports or spreadsheets.
What if Mollie changes their API?
That's on us, not you. Dataddo's team proactively tracks Mollie API and schema changes and updates the connector before they break your pipeline. Continuous monitoring watches every sync, and if anything needs attention you get an alert - so your Mollie data keeps flowing without you touching a thing.
Which Mollie records and fields are available?
The full Mollie data model - invoices, transactions, payments, ledger and tax fields, not a fixed subset. If a field you need isn't exposed yet, we add it on request, usually at no extra cost.
How is my data secured?
Dataddo is SOC 2 Type II and ISO 27001 certified. Data is encrypted in transit and at rest, PII and financial data can be masked or hashed, and EU or US data residency is available. Self-host the data plane and payload data never leaves your network.
Will API rate limits be a problem?
Dataddo handles Mollie pagination, rate limits, and retries for you, and pulls incrementally on a schedule so you stay within API quotas without impacting your accounting system.
Am I locked in?
No. Pipelines are source- and destination-agnostic - you can add or switch destinations without rebuilding, and data lands in native formats you own.