From We Think It Works to Now We Know It Does
A leading hospitality firm uncovered hidden risks and unused data assets through Infarsight’s end-to-end data audit. The result: restored trust in dashboards, 40% pipeline cleanup, and new value unlocked from existing data-without disruption.
Summary
A global Hospitality firm believed they had a solid data setup- until leadership asked a simple question: “Can we trust this?”
What followed was a complete audit led by Infarsight. From ingestion pipelines to dashboard logic, we examined every byte, uncovered silent failures, identified untapped value, and delivered a roadmap that turned uncertainty into clarity- and compliance into confidence.
The Situation
The company had invested in modern data tools.
They had dashboards. Pipelines. Reports.
But…
- The source systems didn’t always align with reports
- Multiple teams had different “versions of the truth”
- Migrations were on the roadmap, but full of unknowns
- Stakeholders hesitated to act on data they weren’t sure of
The cracks weren’t obvious. But they were expensive.
The Challenge
They needed a full-spectrum audit across:
- Data sources, ingestion jobs, and transformation layers
- Warehouse consistency and model accuracy
- Dashboard logic, KPI definitions, and downstream reports
- Unused or “dark data” sitting idle across cloud environments
They didn’t need a lecture.
They needed a clear map of what was working, what wasn’t, and what to fix.
What We Did
Infarsight launched a structured data audit sprint focused on impact and speed.
1. Pipeline & Warehouse Audit
Tracked data lineage from source to visualization—exposing silent errors, redundant jobs, and delayed syncs.
2. Risk & Opportunity Mapping
Uncovered unused data assets that could be monetized, and bottlenecks that were silently eroding value.
3. Fix-First Roadmap
Delivered a prioritized report—not just findings, but fixes—ranked by business impact and implementation effort.
The Results
| Outcome | Before vs After |
|---|---|
| 📊 KPI Trust | 62% → 100% confidence in critical dashboards |
| 💡 Hidden Value Identified | 30+ dormant data sources now in use |
| 🧹 Pipeline Cleanup | 40% reduction in redundant processes |
| 🧭 Migration Readiness | From foggy and risky → clear and confident |
Voice from the Ground
“We didn’t realize how much value we were losing from what we already had. Infarsight helped us see it, fix it, and use it.”
Director, Data & Strategy
Why It Matters
You can’t fix what you can’t see.
Infarsight’s data audits reveal the invisible costs hiding in your pipelines—and the unrealized potential sitting idle in your stack.
Because knowing what’s broken is the first step to making data profitable.
Not sure if your data setup is working? Let’s find out.