context
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VPC Deployment

Institutional knowledge preserved, student data protected

Universities and research institutions generate decades of knowledge that walks out with every faculty departure. Context deploys in your VPC so research data, student records, and grant documentation stay under your control -- FERPA-compliant from day one.

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40%
OF INSTITUTIONAL KNOWLEDGE LOST PER FACULTY DEPARTURE
25hrs
SAVED MONTHLY ON GRANT COMPLIANCE PER RESEARCH OFFICE
3x
FASTER CROSS-DEPARTMENT RESEARCH COLLABORATION
0
STUDENT DATA POINTS EXPOSED TO EXTERNAL SYSTEMS

Why education & research teams struggle with knowledge

Research data scattered across labs, departments, and individual faculty file systems

Grant compliance documentation fragmented across offices with no unified audit trail

Institutional knowledge lost with every faculty retirement, tenure denial, or department change

Student data privacy regulations block adoption of cloud-based AI tools for administrative use

How education & research teams use Context

01

Research Knowledge Discovery

Researchers query across institutional repositories, lab databases, and publication archives. Surface relevant prior work across departments and disciplines before writing new grant proposals.

02

Grant Compliance Management

Research administration teams search across federal requirements, institutional policies, and active grant documentation. Track compliance obligations and reporting deadlines with AI-assisted monitoring.

03

Institutional Memory Preservation

Capture and surface decades of faculty expertise, committee decisions, and program histories. New faculty and administrators get context without burdening senior colleagues.

VPC Deployment deployment

SECURITY BOUNDARY

Context EngineKnowledge GraphLocal LLMGoogle DriveConfluenceSharePointSlackENCRYPTEDYOUR INFRASTRUCTUREVirtual Private CloudAWS / Azure / GCP
NO DATA LEAVES YOUR INFRASTRUCTURE
FERPAGDPRHIPAA
Your infrastructure, your control
Zero data leaves your environment
Customer-managed encryption keys
Full audit trail for every query

DEPLOYMENT ARCHITECTURE

YOUR INFRASTRUCTUREOn-PremiseK3s / K8s / Bare MetalAPI ServerKnowledge GraphLLM (Ollama)PostgreSQLYour VPCAWS / Azure / GCPEKS ClusterKnowledge GraphKubeAI (GPU)S3 / BlobKARPENTER: GPU SCALE-TO-ZEROAir-GappedNo Internet RequiredAPI ServerKnowledge GraphOllama / MLXLocal StorageYOUR DATA NEVER LEAVES YOUR INFRASTRUCTURE

Built for your regulatory requirements

Works with the tools your teams already use

Ready to bring AI to education & research?

See how Context deploys in your environment with a 30-minute technical walkthrough. No slides, just a live demo tailored to education & research workflows.

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