Articles
Essays on document intelligence, verified AI answers, and what happens when your archive finally gets read.
Start hereYour documents have never had a reader
There is a category of document in your life that you keep forever and read never.
Everything you saved and never used→
You are sitting on a second library. Not the paperwork one — the one you built on purpose.
The most expensive sentences in your business are the ones nobody read→
Every operating business runs on a stack of documents that nobody has read end to end. Not the owner, not the controller, not the attorney who reviewed …
When AI reads your documents, verification is the product→
Every business is about to delegate its reading to machines. The volume argument is over — no company can staff its way through its own document stack, …
Why we took the calculator away from the model→
Here is an uncomfortable fact about the technology our product is built on: large language models are extraordinary readers and unreliable calculators. …
"Can't I just paste it into ChatGPT?"→
Yes. You can, and you should — for a document.
What happens to your documents, stated plainly→
This is the boring essay. It is also the one we most need you to read, because a product that asks for your loan documents, your contracts, your medical…
You're not leaving your notes app. You're promoting your archive.→
Somewhere in your life is a storage subscription you resent.
The professionals who read for a living can't read enough→
There is a class of professional whose entire product is what documents say. Attorneys. Accountants and tax preparers. Insurance agents and brokers. Con…
Due diligence is a reading problem wearing a deadline→
Every significant transaction arrives the same way: as a pile of documents and a clock.
Your archive in month six is smarter than your archive in week one→
Almost everything you subscribe to is worth the most on day one. The streaming service's catalog never knows you better than it pretends to in the first…