Healthcare
Equipment Services Financial & Operational Analytics
Global medtech company
See our Healthcare capabilities →Key outcomes
CFO-level deal risk visibility
Across regional service accounts
Parallel loading
Reduced dashboard load time
Executive adoption
Primary tool for account reviews
Overview
A global medical technology company's CFOs lacked consolidated visibility into their managed equipment service accounts. Financial, operational, and structural data lived in separate systems, making high-risk deals invisible until escalation.
The challenge
- Financial, operational, and structural service data not consolidated
- High-risk deals by region had no systematic identification method
- Dashboard load times too slow for CFO-level use in executive meetings
- Sequential data table loading causing performance bottlenecks
What we built
Delivered a Managed Equipment Services (MES) dashboard in Spotfire consolidating financial performance, operational metrics, and structural account data. Implemented Iron Python scripting to load 8 data tables in parallel (replacing sequential loading) and JavaScript accordion filters for improved usability. Enabled regional CFOs to identify deals with highest risk exposure at a glance.
Key outcomes
- ✓Parallel data loading reduced dashboard load time significantly
- ✓High-risk deals surfaced by region for CFO review
- ✓Unified financial and operational view across service accounts
- ✓Adopted as primary tool for executive account reviews
Tools
TIBCO Spotfire · Iron Python · JavaScript · Financial data modelling
This engagement was delivered by a Noeris principal consultant in a prior role. Client details have been anonymised.
Engagement LeadAyush Dubey