Coming Soon

An AI workspace for your entire writing project.

Generating a paragraph is easy. Keeping a 50-page project coherent is not. MatlaAI manages the structure, evidence, context and review around the writing itself.

Enter your email, then confirm it in your inbox. We'll only email you when early access opens.

More than a chat.

An AI chat knows the conversation. A document editor knows the text. MatlaAI connects planning, research, sources, writing, review and project knowledge in one shared system.

Chat-first

AI chat

It gets harder to keep track with every prompt.

Answers pile up in the conversation. There is no clear project structure, chapter overview or dedicated place for sources, rules and decisions.

MatlaAI

Sees the entire project behind the text.

Not just one prompt or one page. Relevant project context stays connected and can support every step.

Plan

Outline, section goals and argument structure

Context

Audience, rules, terminology and project knowledge

Research

Collect sources and keep them attached to the project

Write

Draft with relevant project context behind the prompt

Review

Control changes, gaps and consistency

Memory

Carry decisions across the whole project

Project knowledge

GoalToneTermsSources

Current section

One project, one context, one continuous workflow.

How MatlaAI works

From first idea to finished document.

Not six isolated AI features. One workflow where planning, research, writing and revision share the same project context.

Plan & Context

Start with a system, not an empty chat.

Turn the idea into a living outline and define goals, terminology and writing rules once. MatlaAI keeps that framework available while the project grows.

Outline

Every section has a job

01 · Frame the problem
02 · Build the argument
03 · Test the evidence
04 · Conclude

Project context

Define it once

Audience · Decision makers
Tone · Clear & analytical
Terms · Consistent
Rule · Ground claims
Research & Evidence

Keep research attached to the work it supports.

Collect sources inside the project and connect them to sections and claims. Evidence stays available instead of disappearing between tabs, chats and documents.

Sources in the project

Study · 2025PDF
Industry reportPDF
Interview notesPDF

Connected to the draft

Evidence stays with the claim

[1]
Source 1 is connected to this section
Write & Review

Let AI work with the project, then keep the final say.

Draft with outline, context, sources and existing text behind the prompt. Review proposed changes before they become part of the document.

Write with project context

No need to rebuild context every prompt

Review changes

You decide what stays.

AI suggestionReview
AcceptReject

Early Access

Your next long-form project deserves more than a chat window.

Join the launch list and be among the first to try a writing workspace built around the entire project, not a sequence of disconnected prompts.