Case study: Long reports, answered in seconds.

Investment research team

Example scenario. Figures marked “published” come from the live product; the rest are projected for a typical deployment using public industry benchmarks. Not a named client result.

At a glance

!The challenge

Analysts spend hours searching long filings for one figure and its explanation.

⚙What we built

Ask in plain language, get the answer with the source pages attached, and check it in one click.

★The result

Faster analysis that every reviewer can verify.

BeforeHourssearching filings

→

AfterSecondswith cited pages

How it works

From input to outcome

⇪Upload

◉Ask

⌕Find

✔Cite

Illustrative scene: Investment research team — Illustrative scene · Investment research team

The full story

Details for the curious

Open any section for the full detail — figures, design decisions and how it fits your business.

Chat assistantFilingsCitations

Start a project

The challenge

Analysts spend hours searching long filings for one figure and its explanation.

What it does

The Finance Assistant reads long filings and reports and answers with the source pages attached. See Finance →

Where the numbers come from

Figures marked “published” come from the live product. Projected figures are modelled for a typical deployment of this size using public industry benchmarks; your own numbers are measured during the pilot.