Academic & Scientific Research use case

Institutional Knowledge Layer
with AI

Unified semantic search across institutional repository with role-based access.

The Problem

University research output is scattered across departments and unsearchable.

DataStruct AI Solution

Unified semantic search across institutional repository with role-based access.

The Impact

New researchers productive in weeks, not years.

How DataStruct AI delivers Institutional Knowledge Layer

Evidence-backed AI

Every output cites the source paragraph. Verification pass catches fabricated claims.

Academic domain pack

Pre-configured terminology, document types, and rule packs purpose-built for academic.

Audit trail by default

Every action logged. Every claim traceable. Pass audits without the fire drill.

Built to scale

Multi-tenant architecture with SSO, RBAC, audit logs, and SOC 2 (in progress). Scales to thousands of users without losing tenant isolation.

Run Institutional Knowledge Layer on DataStruct AI

Tell us what you're working with. We'll spin up a tailored workspace and walk your team through it.

Book a demo