
Oria
An AI layer that reads a whole financial position and explains the next move.
- Sector
- AI · Analytics
- Our role
- Product strategy, UX & UI, front-end
- Platform
- Web
- Focus
- Decision support, explainability
The imagery on this page is conceptual. Product interfaces are added as each case study is enriched.
Context
A financial position is spread across statements, spreadsheets and tools that each answer one question. Oria is the layer above them — it reads the whole position and says, in words, what changed and what to do about it.
Challenge
Analytics products are generous with charts and stingy with conclusions. The challenge was to move from showing data to stating a defensible next action, without pretending to a certainty the numbers do not support.
Approach
We designed Oria to explain before it recommends. Every conclusion carries the signals it rests on, the time window it covers and the limits of what it can see, so the reader can weigh the advice instead of taking it on faith.
Key decisions
Plain-language summaries lead; the charts support them, not the other way round. Confidence and sources are shown next to every claim. The reader can always open the working behind a conclusion and disagree with it.
The interface
A reading surface, not a cockpit: a short brief at the top, the evidence beneath it, and a thread of questions the reader can ask of their own numbers.
Outcome
A decision layer that turns a scatter of data into a position a person can act on — and can defend to whoever asks why.


