In Scope
Target Platforms & Integration
- Prioritized workflows All Critical Data Elements and regional data separation logic defined during assessment phase - ingested, orchestrated and validated.
- Enterprise Data Platform: Implementation of Snowflake schemas, RBAC, and data modeling. Azure Data Factory (ADF) pipelines and Fivetran connector configuration. Atlan catalog setup, business glossary population, and data stewardship assignment.
- Compliance-first: ISO, GDPR, TSCA requirements met by design.
- Source Integration:
Salesforce ServiceNow On-Prem and cloud based SQL databases Vendor apps and APIs Flat Files
Key Deliverables
- Independent, unified Data Platform for EU business
- Data Quality & Lineage Documentation
- Data Governance and Ownership (Data Catalog and apps Inventory)
- Compliance and Certification Readiness report
- Real time Business Level Inteligence - all critical domains.
Out of Scope
- Application Refactoring: No rewrites of upstream source applications (OSS, Network monitoring apps, SaaS costumization).
- Experimental Analytics: Ad-hoc, non-enterprise sandbox environments for users outside project team.
- Tool Replacement: Not replacing existing BI tools - only the data layer feeding them.
- Legacy infra destroyed:To be considered post 9 month cycle. Emphasis on on-prem demolishon.
- Historical Archive: Data older than *x-years per domain* (archived - cold storage).
Enabled Capabilities
- Automated Billing Foundation: Canonical, trusted billing-grade datasets and event structures to support future billing automation initiatives.
- MLOps & AI Readiness: Standardized, governed, and lineage-tracked datasets suitable for model training, inference, and monitoring pipelines.
- Proactive SLA & Risk Signal Enablement: Near-real-time data availability and quality thresholds enabling future SLA breach detection and alerting solutions.