كل الذكاء الاصطناعي. لا شيء من بياناتك.
Sitr sits between your team and every LLM. PII and confidential figures are replaced with pseudonyms before the model sees them. The answer comes back complete, with real values restored.
Input
Approve contract for Ahmad Al-MansouriPerson, QID 28845001234QID. Send to hr@company.qaEmail.
What the LLM sees
Approve contract for [PERSON_1], QID [QA_QID_1]. Send to [EMAIL_1].
Sitr hides revenue, salaries and deal sizes from the model, then computes the answer locally with your real figures. The model reasons about structure. Sitr does the arithmetic. Your numbers never leave.
You type
Revenue:
QAR 48.2M
Costs:
QAR 31.5M
What is the operating margin?
Model sees
Revenue:
[AMOUNT_1]Costs:
[AMOUNT_2]{{calc: ([AMOUNT_1]-[AMOUNT_2])/[AMOUNT_1] | percent}}
You get back
Revenue:
QAR 48.2M
Costs:
QAR 31.5M
Operating margin
34.6%
Computed by Sitr. Not guessed.
When you send a message to OpenAI or Claude, that data leaves your network. It may never fully leave theirs.
Without an enterprise contract, AI providers can use your conversations to improve their models. Your employees' QIDs, medical notes and financial details may end up permanently embedded in a system you do not control and cannot audit.
OpenAI, Anthropic and Google process data on US servers. Every prompt containing a Qatari QID or employee record is a potential PDPPL violation. Sitr removes sensitive values before the request leaves your network.
Point your existing API calls at Sitr. It intercepts, strips PII, forwards to your chosen model, then restores real values in the reply. Your provider key. Your model. Zero new contracts.
Your app sends a prompt or a block of text to Sitr.
Sitr finds every name, QID, phone number, IBAN, amount and address.
Each entity is replaced with a consistent placeholder. The LLM never sees real values.
Real values are put back into the reply before it reaches your app. Formulas are computed exactly.
Plus common entities: email, credit card, IP address, person name and passport. And now: monetary amounts, salaries, deal sizes.
Start free. Scale when you need more.
Free tier, no credit card required. API keys in under a minute.