Better Inputs. Better AI.

Prepare anything
for AI.

Clean, compress, convert, and optimize files and text for ChatGPT, Claude, Gemini, and other AI systems. All in your browser — nothing uploaded.

Privacy by design. Files never leave your device.

The lab

Ai prep and research focused utilities. More on the way. All free, all local.

Why this matters

Messy files hurt outputs

Headers, footers, OCR junk, and broken line breaks confuse models. Clean text yields cleaner answers.

Formatting affects context

LLMs read structure. Proper paragraphs, headings, and Markdown improve recall and reasoning.

Token limits are real

Compress without losing meaning. Fit more context, pay less, and stay within model windows.

Optimized inputs win

The fastest way to better outputs isn't a better model — it's a better input.

A simple workflow

01

Upload

Drop a file, paste text, or pick a tool.

02

Optimize

We clean, compress, convert, or extract.

03

Export

Copy or download. Paste into your AI.