Data & integration
One integration layer for CRM, finance, and ops data
Disparate SaaS tools left leadership with delayed reports and conflicting numbers. We built an API hub and analytics layer that normalises events, enforces data contracts, and powers executive dashboards updated within minutes—not days.
Key features
- Event-driven connectors for CRM, billing, and warehouse systems
- Canonical data model with validation and dead-letter handling
- Role-based dashboards for revenue, fulfilment, and pipeline KPIs
- Scheduled and on-demand exports to BI tools
- Monitoring, alerting, and replay for failed integration jobs
Outcomes
- Reporting latency dropped from daily batches to near–real time
- Finance and sales teams share one source of truth for metrics
- New integrations onboard in weeks instead of custom one-offs
Technology stack: Python, FastAPI, Kafka, PostgreSQL, Metabase