Modern enterprises run on dozens of SaaS tools, databases, and APIs that rarely speak to each other. We design integration architectures that unify your data across CRMs, ERPs, marketing platforms, and operational databases — enabling a complete, real-time view of your business without brittle point-to-point connections.
Discuss Your ProjectEvery system connected and reconciled — one consistent picture of customers, revenue, and operations.
Change Data Capture (CDC) that propagates updates across systems in near real-time.
Dead-letter queues, retry logic, and monitoring that catch integration failures instantly.
Document all source systems, data flows, and integration dependencies.
Choose the right pattern: CDC, batch, event-driven, or API-first.
Build, test, and deploy integrations with full error handling.
Observability dashboard tracking data freshness, failure rates, and latency.
Architectural BIM, scan-to-BIM, 3D visualisation, and automation — all under one roof.
Common questions about our Data Integration service.
Data integration is a broader concept — it encompasses real-time CDC, event streaming, API-to-API connectivity, and batch ETL. ETL is one specific pattern within the integration landscape. We design the right combination based on your latency, volume, and system requirements.
Yes — we use JDBC connectors, SFTP-based file pipelines, and Debezium CDC to extract data from legacy Oracle, SQL Server, and mainframe systems and route it into modern cloud platforms.
CDC (Change Data Capture) reads the database transaction log to detect inserts, updates, and deletes in near real-time without polling. Use it when you need fresh data without putting query load on your production database.
We implement dead-letter queues for failed events, retry logic with exponential backoff, alerting on integration lag, and reconciliation checks that compare record counts across systems on a scheduled basis.
Fivetran and Airbyte cover hundreds of SaaS sources with managed maintenance. For sources without native connectors we build custom using the Airbyte CDK or Singer taps. We choose managed connectors where they exist to reduce ongoing maintenance.
We use Fivetran or a custom Salesforce Bulk API connector to extract CRM data incrementally, transform it in dbt, and load it into a warehouse layer that supports revenue, pipeline, and customer success analytics.
Our team will scope your requirements and come back with a clear proposal within 48 hours.