Case studies Energy & manufacturing
A financial insights assistant that answers in plain language
A large manufacturing conglomerate
80%less time spent retrieving financial information

20%
More efficient financial reporting
Real-time
Figures from the finance systems
The challenge
Financial metrics lived in complex dashboards and reporting tools. Comparing periods, building a forecast or answering a simple question meant navigating several systems or asking the finance team.
What we built
- A generative AI assistant answers financial questions in plain language.
- It retrieves metrics, compares performance across periods, generates forecasts and explains its reasoning.
- Integrated with the financial systems and reporting tools for real-time, accurate figures.
The results
- 80% less time spent retrieving financial information.
- Financial reporting efficiency improved by 20%.
- Leaders get contextual answers without opening a dashboard.
Related work.

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