Blog

How SumizAI actually works

No roadmap fiction and no borrowed buzzwords — every answer below describes behaviour that is in the application today: how a chat answer becomes a note, how the table of contents files it, what the duplicate check really measures, and what lands on your disk.

Positioning

Why SumizAI is different from every other note editor

Every other editor hands you a blank page and wishes you luck. SumizAI starts from an answer you already decided was worth keeping.

9 questions · 6 min read Read the answers →
Getting started

How to work with SumizAI day to day

Create a vault, paste a key, ask a question. Everything after that is the app's job — here is the rhythm that makes it pay off.

9 questions · 5 min read Read the answers →
Concepts

What a vault is, and why it is a boundary

A folder decides where a file sits. A vault decides what the model is allowed to know when it answers you.

8 questions · 4 min read Read the answers →
Under the hood

How a chat answer becomes a note

Four stages run between the last token of an answer and the file on your disk. Here is each one, and what it decides.

8 questions · 4 min read Read the answers →
Under the hood

How the table of contents files your notes

Filing is the part everyone abandons after three weeks. This is how it happens without you.

8 questions · 4 min read Read the answers →
Under the hood

Duplicates, thresholds and the merge

The fourth note about the same idea is how knowledge bases die. Here is the check that runs before one is written.

8 questions · 4 min read Read the answers →
Under the hood

Links between notes, and what links back

Not a Related section at the bottom. A sentence that happens to contain a link — to a file that definitely exists.

8 questions · 4 min read Read the answers →
Under the hood

Search that reads the whole note

Most note search reads titles. This one reads the sentence you half-remember from the conversation that produced the note.

8 questions · 4 min read Read the answers →
Your data

Your files: Markdown, on your disk

A folder you picked, files you can read, and a rule that settles every argument: in a conflict, the file wins.

8 questions · 4 min read Read the answers →
AI models

Seven providers, your own key

Bring your own key to one of seven providers. The model list comes from the provider, not from a catalogue that goes stale.

8 questions · 4 min read Read the answers →
Output

Exporting a vault to PDF and PowerPoint

The structure was decided forty conversations ago. Exporting is where that finally pays.

8 questions · 3 min read Read the answers →
Comparison

SumizAI compared with Notion, Obsidian and a chat window

Three tools that get named in the same sentence and solve three different problems. Including when not to use this one.

8 questions · 4 min read Read the answers →
Use cases

SumizAI for students and researchers

A semester of asking questions turns into a document. The trick is asking them in a way that survives being reread in June.

8 questions · 4 min read Read the answers →
Use cases

SumizAI for developers

Six months later, "why did we do it this way?" has an answer instead of a guess.

8 questions · 3 min read Read the answers →
Pricing

What one dollar a month actually buys

One plan, one price, no feature held back for a higher tier — and a clear answer to what happens if you stop paying.

8 questions · 4 min read Read the answers →