Open finance tool
AI Task Exposure Auditor
Map which finance tasks AI absorbs first — and where judgement holds.
Live · free · in your browser
Open the auditor →Tools · Assumptions visible
Free finance tools where every calculator publishes its assumptions — so an answer can be examined, not merely accepted. That’s the whole promise: the working stays visible.
Two are being built now and go live here. Alongside them, GridGo — my library of practical spreadsheet planning templates.
Free · Assumptions visible
Each tool keeps its inputs, assumptions, and working on the page — because a result you can inspect is worth more than one you have to trust. Both run right here, in the browser, free.
Open finance tool
Map which finance tasks AI absorbs first — and where judgement holds.
Live · free · in your browser
Open the auditor →Open finance tool
A retirement simulator with every assumption published and every path visible.
Live · free · in your browser
Open the simulator →GridGo · Practical templates
A library of spreadsheet planning templates for work that benefits from structure, clarity, and a model you can open and read. No black boxes — every formula is visible, and the assumptions are yours to change.
Browse GridGo on Etsy →A considered next step