An AI workspace built around the way writers actually work
Writers do not lose time on typing; they lose it on context — re-explaining a project, hunting the reference, keeping a voice consistent across chapters or clients. ChatOTL is organised around that: project notes and reference material live in the workspace, saved instructions hold your house style, and branching lets you keep two versions of a passage instead of choosing blind.
The writers who get value out of AI are rarely the ones asking it to write for them. They use it as a fast second reader, a continuity checker and a way to see a paragraph three ways before committing.
That only works if the tool remembers the project. Below is how the different kinds of writing work map onto ChatOTL — and what stays your job.
Novelists and long-form writers
- Keep a project knowledge base holding your outline, character notes and continuity rules, and query it while drafting a later chapter.
- Ask whether a scene contradicts something established earlier, with the notes in scope.
- Branch a chapter to test a different structural decision without losing the version you have.
Copywriters and freelancers with several clients
- One preset per client, holding their tone rules, banned words and formatting conventions.
- One knowledge base per client, holding brand guidelines and past approved work.
- Attach the brief itself so a first pass starts from the actual requirement.
Bloggers and content writers
- Search your own message history to find how you framed a topic in an older post.
- Repurpose a long piece into a newsletter, a summary and a set of social lines in one thread.
- Ask for three angles on a topic before you commit a morning to the wrong one.
Researchers who write
If the writing sits on top of sources, keep them in a knowledge base and draft with the passages in reach. The reading side of that work is covered in more depth on our page for researchers.
Why unpublished work stays yours
Row-level security scopes every conversation, message, upload and knowledge base to your account. Nothing is shared with other users, and you can bring your own DeepSeek key if a client contract demands it.
Where it fits
Chapter continuity
Notes in a knowledge base, chapter in the thread, contradictions surfaced early.
Client voice
A preset per client so house style survives a busy week.
Back catalogue
Search old threads instead of rewriting a position you already argued.
Example prompts
- Using my project notes, does this chapter contradict anything established about the second narrator?
- Apply my client preset for Northwind and tell me where this draft breaks their tone rules.
- I wrote about this six months ago. Find the thread and summarise the position I took.
Limitations
- No web browsing and no live search, so it cannot fact-check a claim or find a source.
- It cannot fabricate credible detail — quotes, statistics and testimonials must come from you.
- Continuity checking is only as good as the notes you gave it; it does not read your mind.
Frequently asked questions
How can writers use AI without losing project context?
Put the context somewhere durable rather than in a prompt. Project notes, outlines and reference material belong in a knowledge base; recurring instructions belong in a preset. Both are reusable across conversations, so a new draft does not start from zero.
Can ChatOTL work across multiple drafts of the same piece?
Yes. Branching forks a reply into a new thread, so a second version develops alongside the first instead of replacing it. Both threads stay in your account for comparison.
Is it useful for fiction as well as commercial writing?
The continuity side is where fiction writers get the most out of it: notes and outline in a knowledge base, chapter in the thread, and questions about whether a scene contradicts what came earlier. Prose generation is not the interesting part.
I write for several clients. Can I keep their styles separate?
Keep one preset and one knowledge base per client. Applying the right preset to a conversation is how you avoid a client's voice leaking into another's copy.
Set up your writing workspace
Start with one project: notes in a knowledge base, house style in a preset.
Create a free account