Modernize
Make your separate business systems work together
We integrate CRM, ERP, payment, analytics and operational systems so that data flows between them reliably, with validation and monitoring.
In short
Systems integration connects business systems that were never designed to work together. We build the integration layer with APIs, events and data contracts, validate schemas, synchronize and reconcile data, and add monitoring, documentation and runbooks so that failures are noticed and can be recovered from.
Last updated
01 The problem
What problem does this solve?
When systems do not share data, people copy details between them, and the copies drift apart. Customer, order and payment records disagree, and working out which one is right takes time.
Connecting systems is more than moving data. Each connection needs an agreed contract for what is sent, checks that catch bad data, and monitoring, so that a silent failure does not go unnoticed.
02 What we build
What do we build?
- Integration of CRM, ERP, payment, analytics and operational systems
- APIs and event streams between your systems
- Data contracts and schema validation
- Synchronization, including change data capture where it fits
- Reconciliation reports that show where systems disagree
- API and contract tests
- Monitoring, recovery, documentation and runbooks
03 Architecture
What does a typical architecture look like?
04 How it goes
How does the work usually go?
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Map the systems and data flows
We inventory the systems, the data that moves between them and who owns each piece, so the scope matches how the business actually works.
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Define the contracts
For each connection we agree what is exchanged, in what shape, and what counts as valid, and write it down as a data contract.
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Build the integration layer
We implement the APIs, event streams and synchronization, with secrets and access managed centrally and code reviewed.
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Test and reconcile
API and contract tests, schema validation and reconciliation reports show that the systems agree before release.
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Operate and document
We set up monitoring and recovery, and provide documentation and runbooks so your team knows what to do when a connection fails.
05 Capabilities and stack
Which capabilities and technologies are involved?
Capabilities
- Apache Kafka
- Kafka Connect
- Apache NiFi
- Apache Airflow
- Python
- FastAPI
- Node.js
- REST APIs
- PostgreSQL
The final stack follows your requirements and what you already run. How we choose technology
06 A typical situation
What does this usually look like?
A retailer's online store, finance system and warehouse system each hold their own version of an order, and staff reconcile them by hand.
We map how an order moves between the systems, define the data contract for each connection, and build the integration with reconciliation reports that show any mismatch.
07 Questions
Questions people ask
No. Integration connects what you run today. If one system is the real obstacle, we say so, and legacy modernization can follow as a separate, staged step.
Schema validation and data contracts check each exchange, API and contract tests run before release, and reconciliation reports show where systems still disagree.
Monitoring and recovery are built in, and runbooks describe what to do. Ongoing support, if you want it, is agreed with its scope, access and escalation procedures set out first.
09 Terms
Which terms come up here?
If this sounds like you: Stop copying data between your CRM, ERP and finance tools