Integrations & data flows
Reliable data across lab, ERP, and production
APIs and data models that QA and operations can reason about — especially under traceability requirements.
What this covers
- SAP, Salesforce, MES, and lab tooling
- Master data and results pipelines
- API design, modelling, and operational monitoring
Typical engagement
- Integration blueprint and interface contracts
- Phased delivery with testable milestones
- Operational dashboards and failure handling