Use cases
Six builds, named only by the kind of firm. Open one to see what was done.
Firm names are withheld and project names are code names, as on any live deal. The files shown are redrawn without client data, so their figures are placeholders unless a page says otherwise.
The six builds
Project Aspen
A search fund in the UK
We read every active UK company on the register and ranked those in the fund's size range.
Project Linden
An investment bank in Belgium
We built a register of everything owed on a mandate, each line tied to its email.
Project Cedar
The same investment bank in Belgium as Project Linden
We built a comps finder, so a comparable set starts from a sourced table.
Project Willow
An investment bank in Canada
We built a target engine that screens the market against the mandate.
Project Hazel
An investment bank in the UK
We built a target engine around the firm's own investment criteria.
Project Pine
An M&A advisory firm in Canada
We ran an AI for M&A course, built around the work the team keeps in-house.





