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.
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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.
AI chat
Answers pile up in the conversation. There is no clear project structure, chapter overview or dedicated place for sources, rules and decisions.
MatlaAI
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
Current section
One project, one context, one continuous workflow.
How MatlaAI works
Not six isolated AI features. One workflow where planning, research, writing and revision share the same project context.
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
Project context
Define it once
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
Connected to the draft
Evidence stays with the claim
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.
Early Access
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.