Data Platform Modernization
A finance and operations organization relied on overnight extracts and manual spreadsheet consolidation to produce enterprise reporting. Prodatalabs delivered a governed cloud data platform with automated pipelines and a single reporting layer.
Business impact at a glance
Indicative results from an engagement of this type. Figures are not attributed to a named client.
Reporting depended on extracts from six operational systems, reconciled manually each cycle. Definitions varied by team, and leadership had limited confidence in the numbers presented.
Mapped source systems, data flows and reporting demand, then agreed a shared set of metric definitions with business owners.
Designed a layered cloud data architecture with ingestion, curated and semantic layers, plus governance and access controls.
Implemented automated pipelines with validation and lineage, migrating reporting workloads incrementally to limit disruption.
Delivered documentation, runbooks and paired enablement so internal teams could extend the platform independently.
A governed data platform that ingests operational data on a scheduled and event-driven basis, applies validated transformations and serves a single reporting layer.
Manual consolidation was replaced by automated pipelines, shortening the month-end reporting cycle materially.
Shared definitions and visible lineage removed recurring disputes over which figure was correct.
Analysts moved from data preparation to interpretation and forecasting work.
New data domains are onboarded using established patterns rather than bespoke builds.
More insights
Disconnected systems slow decisions, duplicate work and limit automation. Integration is what turns individual platforms into a working enterprise.
Hiring faster is not the same as hiring better. Sustained delivery capacity comes from role clarity, capability mix and a team model that fits the work.
Platforms are the easy part. Transformation succeeds when operating model, data, delivery capability and adoption move together.
Tell us what you're working on and we'll help identify the right expertise, engagement model and next step.
