Admissions & Intake
Automate application processing, checks and routing.
Industries · Education & Research
Operational AI for institutions of knowledge.
Move admissions, administration and research operations forward — with AI agents that work inside your systems, respect student and research data, and free staff for higher-value work.
Trusted across education & research
Universities
Research institutes
Libraries & archives
Private & on-premise
Industry challenges
Administration competes with the mission.
Institutions carry heavy administrative and operational load that pulls staff away from teaching, learning and research.
Administrative load
Admissions, records and services consume staff capacity.
Fragmented systems
Student, research and finance data live in separate silos.
Knowledge access
Finding the right document or precedent is slow.
Service delays
Students and faculty wait on routine requests and approvals.
Sensitive data
Student and research data must be protected and compliant.
Capacity limits
Demand grows faster than staffing and budgets.
Operational AI use cases
Where AI supports the mission.
Knowledge Retrieval
Help staff and faculty find records and policy, with citations.
Student Services
Resolve routine requests faster with grounded, policy-aware answers.
Research Operations
Support grants, compliance and research administration workflows.
Compliance & Audit
Trace every action for privacy and accountability.
Document Processing
Extract and validate information from forms and records.
Platform & services
What we bring to education & research.
Why Linnovate
Built for institutions that protect their data.
Education experience
Delivery experience across universities and research bodies.
On-premise & private
Deploy inside your environment — data stays protected.
Privacy by design
Compliance and access controls built into every action.
Full auditability
Every action explainable and traceable.
Open-source DNA
Transparent, standards-based engineering with no lock-in.
Operational reliability
Systems built to run dependably in production.
Get started
Start with one mission-critical workflow.
We'll map where AI fits inside your secure domain, show the command-and-control model, and put a working agent into one workflow — on-premise.