The Missing Link Between Data and Business Value
How a real estate portfolio manager cut data preparation time by 80% — and finally got their BIM data AI-ready.
Project duration:
5 months
The challenge
- Managing 47 buildings across 6 different FM platforms, each exporting data in proprietary formats with inconsistent naming conventions
- Asset attributes like floor area, material type, and maintenance schedules were stored differently in every system — impossible to compare or aggregate
- Data preparation for quarterly reporting took the analytics team 3+ weeks of manual work each cycle
- Two AI pilot projects had failed at the data ingestion phase — models couldn't interpret the heterogeneous inputs
- No audit trail on data transformations: when a number looked wrong, no one could trace it back to the source
Our solution
Learn about the solution- 80% reduction in data preparation time — from 3 weeks to 3 days per reporting cycle
- 340 cleaning operations executed with zero manual intervention
- 100% audit coverage — every transformation traceable to source row and original file
- 2 AI projects relaunched after previously failing at the data ingestion phase
- 38 concepts unified across 6 heterogeneous platforms in a single shared ontology
- ROI in 6 weeks — time savings alone covered the full implementation cost
Impacts
80% reduction
in data preparation time — from 3 weeks to 3 days per reporting cycle340 cleaning operations
executed with zero manual intervention100% audit coverage
every transformation traceable to source row and original file2 AI projects relaunched
after previously failing at the data ingestion phase38 concepts unified
across 6 heterogeneous platforms in a single shared ontologyROI in 6 weeks
time savings alone covered the full implementation cost
Success stories
how we do
Transforming EPCM Project Delivery with Next-Generation AI
Energy & Infrastructure
Aramix entered into a three-year strategic partnership to develop next-generation AI solutions for Engineering,...
AI-Powered Intelligent Document Management for Financial Services
Banking & Finance
A leading Italian consumer finance company set out to modernize its customer onboarding process...
The Missing Link Between Data and Business Value
Utilities
Banking & Finance
Manufacturing
How a real estate portfolio manager cut data preparation time by 80% — and...
What’s your next challenge?Let's talk.
We’re committed to your privacy. Aramix uses the information you provide to us to contact you about our relevant content, products, and services. You may unsubscribe from these communications at any time. For more information, check out our Privacy Policy.
