From scattered data to a single source of truth
Design and build of Globality's enterprise data warehouse, BI platform, and rationalized application portfolio — so a fast-scaling AI SaaS company could finally correlate its own data and stop burning cycles looking for it.
Everyone had data. No one could find what they needed.
Globality was growing fast and selling AI-driven services to Fortune 100 clients — but internally it was a set of disparate teams sitting on data that was constantly searched and rarely found. The business couldn't correlate anything: numbers didn't tie, sources disagreed, and every question turned into a hunt.
The cost landed hardest on engineering and executive management, who spent cycles reconciling and re-deriving data instead of building and deciding. Under it sat a bloated application portfolio that multiplied the confusion and the spend. The company needed one place the truth lived.
What the work actually was.
Enterprise data warehouse
Designed and built the EDW as the company's single source of truth, ending the reconciliation hunt across disconnected systems.
BI & analytics platform
Layered a BI platform on top that boosted data delivery over 85% and returned more than 20 hours a week to internal teams — while feeding product data directly into customer systems.
Application rationalization
Rationalized the internal app portfolio, cutting application count 40% and cost per employee 30% without losing capability.
Controls, audit & delivery
Designed the controls behind successful SOC 2 and ISO 27001 certifications, and streamlined the SDLC to cut release cycles 50% and defects 75%.
What it delivered.
“When engineering and the executive team are both spending their week hunting for data, that's not a reporting problem — it's a foundation problem. So we built the foundation.”
Four ways it mattered.
One warehouse the whole company could trust and correlate against.
A 40% smaller app portfolio at 30% lower cost per head.
Release cycles halved and defects cut by three quarters.
20+ hours a week returned to the people building and deciding.
