Industries/FOR EDUCATION

Instant answers for students, staff, and admissions

Enrollment, financial aid, IT, and course logistics questions answered 24/7 from your official content — in any language.

Challenges in Education

Peak-season question floods

Admissions and enrollment windows bury registrar and financial-aid offices in identical questions, and response delays cost enrollments.

Answers scattered across departmental sites

Policies live across dozens of departmental pages, PDFs, and portals. Students cannot find them; staff answer by email, one at a time.

International students face language barriers

Your content is in one language, your student body is not. Non-native speakers struggle with dense policy pages and disproportionately need human help.

How BeforeQuery helps

One assistant across every department site

Crawl all departmental sites, catalogs, and policy PDFs into one index; students ask one question and get a cited answer regardless of which office owns the page.

Multilingual answers from your English content

Students ask in their own language and get grounded answers with citations to official pages; language analytics show which populations need what.

Internal helpdesk for staff and IT

A permissioned internal assistant over SharePoint, Drive, and Confluence handles staff HR/IT questions, deflecting internal tickets too.

Security & compliance

SSO via your identity provider (SAML/OIDC), restricted documents for internal policies, and PII masking for student data protection.

Relevant sources & integrations

Common knowledge sources and integrations for Education teams.

Website crawlerSharePointGoogle DriveConfluenceFile uploads (PDF)YouTube

Frequently asked questions

Can one assistant cover every departmental website?

Yes. Crawl any number of departmental sites, catalogs, and policy PDFs into one project, and source groups can scope retrieval by department where needed. Students get one cited answer regardless of which office owns the page.

Do international students have to ask in English?

No. Students ask in their own language and get grounded answers with citations to your official pages, even when the source content is English-only. Language analytics show which student populations are asking what.

How is student data protected?

PII in questions is masked before any LLM call, data is encrypted in transit and at rest, and content stays isolated to your workspace. SAML/OIDC SSO and restricted documents keep internal material behind your identity provider.

Can it handle enrollment-season spikes?

Yes. The assistant answers around the clock without staffing changes, and analytics show which admissions and financial-aid questions dominated the peak so you can improve the source pages.

How long does setup take?

Most teams are live the same day. Connect a source — a docs URL, GitHub repo, Notion workspace, or a file upload — and BeforeQuery crawls, normalizes, chunks, and embeds the content automatically. The website widget is a single script tag, and the Slack/Discord bots install in a few clicks.

Are answers backed by citations?

Yes. Every answer includes a structured citations list with the URL, title, and excerpt of each source used, so users can click through and verify any claim against the original document.

Is my content used to train AI models?

No. Your indexed content, embeddings, and conversations are isolated to your workspace and are only used to answer your own questions. Content is never shared across customers, and data is encrypted at rest and in transit.

Is there a free plan?

Yes. The Free plan includes 1 project, 500 indexed pages, and 100 AI questions per month — no credit card required. Pro comes with a 14-day free trial, and Enterprise plans add SSO, audit logs, and advanced governance features.

Bring AI answers to your Education team

Connect your knowledge sources and see cited AI answers in minutes — free, no credit card required.

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