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Data Engineering & Platforms

No governed data, no dependable AI. Edge91 designs lakehouses, pipelines and semantic layers that turn scattered operational systems into a queryable, trustworthy data estate — the substrate for every model and dashboard that follows.

Deliverables

What this practice ships

Data Platform Architecture

Lakehouse and warehouse design on PostgreSQL, SQL Server, cloud warehouses or hybrid estates.

Pipeline Engineering (ETL/ELT)

Batch and streaming ingestion with orchestration, testing and lineage — pipelines you can trust at 3 a.m.

Data Quality & Governance

Validation rules, master-data management, cataloging and access control that make data usable and defensible.

Real-Time & Event Streaming

Event-driven architectures for operational analytics and in-flight decisioning.

Semantic & Metrics Layers

Business definitions encoded once, consumed everywhere — BI, APIs and AI agents alike.

Analytics & BI Delivery

Dashboards and self-service analytics that executives open every morning.

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