Private AI for organizations that can’t risk their data
InRag is built for enterprises and government agencies whose documents hold personal, financial or sensitive information, and who need answers they can defend.
Government agencies
Keep records, policies and case files inside your boundary. Run InRag fully offline with a local model, limit collections to a department, and log every question and answer for oversight.
- No data sent outside the network
- Audit trail of questions, sources and answers
- Security documentation support from Magicsoft
Enterprises
Give every employee a knowledge assistant without handing your documents to a third party. Use a cloud model for its quality, with privacy tokenization keeping identifiers and pay data on your server.
- Identifiers and salaries masked before any cloud call
- Department-level access to sensitive collections
- Ready to deploy, with no AI team required
Where InRag pays off first
Any collection of documents people search through today is a candidate. These are the most common starting points.
Policies and procedures
“What is our policy on equipment reimbursement?” Staff get the answer and the exact clause, instead of a long search or an email to HR.
Fewer repeat questions to HR, IT and compliance.
Contracts and agreements
Find notice periods, renewal terms and obligations across hundreds of agreements, with each answer quoting the clause and page.
Deadlines and obligations found before they cost you.
Personnel records
Answer questions over employment agreements and HR files while privacy tokenization keeps SSNs, accounts and pay amounts away from the model.
HR answers without exposing personal data.
Corporate and board records
Search bylaws, minutes and resolutions by article and section. Answers point to the exact article and section.
Years of decisions, searchable in seconds.
Finance and forms
Read statements, spreadsheets and scanned forms, with figures kept in context.
Figures with their source attached, ready for review.
Onboarding and training
New staff ask follow-up questions in plain English and learn where the source documents live.
New staff productive sooner, with fewer interruptions.
Choose how much leaves your network
| Fully private | Private with a cloud model | |
|---|---|---|
| Language model | Local model on your server | Leading cloud model |
| Documents and knowledge base | Stay on your server | Stay on your server |
| Sent outside the network | Nothing | The question and relevant passages, with identifiers and pay amounts tokenized |
| Best for | Classified or highly regulated data, air-gapped sites | The highest answer quality on sensitive but not classified data |