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Data Engineering

One governed foundation for all your data.

We consolidate fragmented data estates into a unified lakehouse on Microsoft Fabric and OneLake — and migrate you off legacy Synapse, Oracle, and on-prem warehouses without breaking what already works.

Overview

One governed foundation for all your data.

Most organizations don’t have a data problem — they have a data sprawl problem. Sources scattered across core systems, aging warehouses, and one-off exports, each with its own copy of the truth. We replace that with a single governed foundation, designed around OneLake as the one place your data lives.

Using a medallion architecture and Fabric’s shortcuts and mirroring, we preserve your existing investments while eliminating silos — so every team, from data engineers to Power BI users, works from the same trusted data.

What we do

Capabilities

Lakehouse architecture

Medallion-layered design on Fabric and OneLake — bronze, silver, and gold zones that keep raw, refined, and business-ready data cleanly separated and governed.

Platform migration

Structured moves off legacy Synapse, Oracle, and on-prem SQL — including SSIS and Oracle-to-SQL Server modernizations — with parallel environments so nothing goes dark.

Pipeline engineering

Reliable ingestion and transformation with Data Factory and Spark — orchestrated, tested, and built with the same rigor you’d expect from production software.

Real-time & streaming

Event-driven pipelines and Real-Time Intelligence with Eventhouse — so operational data lands and becomes queryable in seconds, not overnight.

Capacity & cost optimization

Right-sized Fabric capacity and continuous cost monitoring with our SCOUT accelerator — so you catch runaway spend before the invoice does.

Governed by design

Purview cataloguing, sensitivity labels, and access control wired in from day one — not retrofitted after an audit finding.

How we engage

A clear path from first look to lasting value.

01 — Assess

Understand

We map your sources, maturity, and constraints — and separate what’s pragmatic from what’s pie-in-the-sky.

02 — Design

Plan

A clear roadmap with quick wins that prove value early and a governed design that lasts.

03 — Build

Engineer

Production-grade delivery with software rigor — tested, reliable, and ready for the real world.

04 — Enable

Hand over

Training and playbooks so your team can operate and extend it on their own.

The stack

Built on the Microsoft data & AI platform.

We go deep in one ecosystem so your solution is coherent, governed, and enterprise-grade — not stitched together from a dozen vendors.

Microsoft FabricOneLakeAzureDatabricksSynapseData FactoryEventhousePurview
They migrated us off a decade of legacy warehouses without a single day of downtime — and left us with an architecture our own team can extend.
Central BankData & Analytics leadership
Client testimonial · enterprise-grade solution implemented by Linchpin People.

Let’s put modern data platforms to work.

Tell us where you are. We’ll map the pragmatic path to where the value is.

Book an intro call