AI for business, with boundaries you can explain to your reviewers
For business use the deciding questions are where the data goes and who can see it. In ChatOTL every conversation, message, setting and uploaded file is scoped by row-level security to one account, provider keys are per account, and you can route requests to your own OpenAI-compatible endpoint.
Most business AI hesitancy isn't about capability, it's about not being able to describe the data path. This page states it plainly.
Beyond isolation, an owner-only dashboard covers users, conversations, models, providers, API usage, errors and system health, so oversight isn't guesswork.
What procurement asks
- Who can read a conversation? Only the account that created it — row-level security enforces it at the database.
- Whose API keys are used? Yours, stored per account and never shared between users.
- Can we keep traffic on our own infrastructure? Yes, via your own OpenAI-compatible endpoint.
- Who has oversight? An owner-only dashboard covering usage, errors, models, providers and health.
Where it helps day to day
- Drafting: proposals, updates, replies — from your notes, in your format.
- Compressing: long contracts, reports and threads into decisions and obligations.
- Restructuring: one piece of content adapted for different audiences.
- Explaining: unfamiliar policy, jargon or code translated for the person who has to act on it.
Fit it into existing tooling
An OAuth-protected MCP server at /mcp lets approved agent clients list, read, search and create conversations as the signed-in user, with the same row-level security applied to every call.
Where it fits
Contract review prep
Attach the agreement, extract obligations and dates, verify each in the text.
Customer replies
Draft responses from your notes, keep tone consistent with a standing style thread.
Internal explainers
Turn a technical decision into something the wider team can act on.
Limitations
- No web browsing or live data, so it can't check current prices, filings or news.
- No autonomous agents acting on your systems — nothing is executed on your behalf.
- Output is not legal, financial or compliance advice and always needs human review.
Frequently asked questions
Is it safe to put company documents in?
Conversations, messages, settings and uploaded files are scoped by row-level security to the account that created them. If your policy requires that traffic never leave your infrastructure, route it through your own OpenAI-compatible endpoint.
Do we use our own provider accounts?
Yes. Bring your own OpenAI, Anthropic or Google keys — they're stored per account and never shared between users.
What oversight do owners get?
An owner-only dashboard covering users, conversations, models, providers, API usage, errors and system health.
Can it pull live business data?
No. There's no web access and no autonomous action on external systems. You supply the documents and data you want it to work from.
Test it on one real document
Attach something dull and see whether the summary holds up.
Open ChatOTL