Use Cases

Built for every team, every workflow

From solo researchers to enterprise teams, Contexteer adapts to how you work โ€” on your device, on your terms.

enterprise
๐Ÿข

Unlock your org's institutional knowledge โ€” securely

Teams share project documentation, policy files, and internal wikis through Contexteer. Each department controls exactly what other teams can query, with financial and HR data automatically redacted.

โœ“Department-level read/write permissions
โœ“Automatic PII and financial redaction
โœ“Audit trail for compliance teams
personal
๐Ÿ““

Your notes, your research โ€” queryable from anywhere

Index your Obsidian vault, research papers, and saved articles. Ask questions in natural language and get answers grounded in your own knowledge base, not a generic model's training data.

โœ“Works with Markdown, PDF, DOCX
โœ“Fully offline, no API costs
โœ“Share specific notes with collaborators
developer
๐Ÿ–ฅ๏ธ

Query your live infrastructure from anywhere

Deploy Contexteer on a server and query log files, config state, documentation, and error traces through a P2P connection. Your team gets instant AI-assisted debugging without exposing your infrastructure to the cloud.

โœ“Query logs and configs in natural language
โœ“P2P access with no VPN or port forwarding
โœ“Fine-grained read/write access per team member
enterprise
โš–๏ธ

Share just what counsel needs, nothing more

Legal teams index contracts and compliance documentation. External counsel can query only the relevant clauses and definitions they're authorized to see, with a full audit log of every access.

โœ“Clause-level access control
โœ“Cryptographic source attribution
โœ“Time-limited access windows
research
๐Ÿ”ฌ

Share datasets and findings โ€” on your terms

Research teams share pre-publication papers, experimental results, and datasets with collaborators. Select specific sections to expose while keeping embargoed findings private.

โœ“Section-level sharing on a single document
โœ“Access revoked instantly without re-uploading
โœ“Works across institutions, no shared cloud account
enterprise
๐Ÿ“Š

Bring AI to your spreadsheets and slide decks

Index Excel workbooks, PowerPoint decks, and Word documents. Colleagues query financial models and presentations without the underlying data ever leaving the owner's machine.

โœ“Excel, DOCX, PPTX support
โœ“Formula-level redaction for sensitive cells
โœ“Write access to collaborate on live documents
personal
๐ŸŽ“

Your study materials, indexed and always ready

Index lecture notes, textbooks, and past assignments. Use any local AI model to answer questions, summarize content, and generate study guides โ€” no subscription, no data shared.

โœ“Works with any local LLM via Ollama
โœ“No API costs for students
โœ“Private โ€” nothing uploaded to any service
developer
๐Ÿค

Share your codebase context with AI and teammates

Index your codebase and share relevant modules with teammates or AI assistants. Control exactly which files are visible โ€” proprietary algorithms stay local, documentation is freely shared.

โœ“Module-level access permissions
โœ“Teammates query your code with AI assistance
โœ“Write access for collaborative editing
research
๐Ÿฅ

AI-assisted records, without patient data leaving the building

Medical institutions run Contexteer on-premises to enable AI querying of clinical records, protocols, and research literature โ€” with patient identifiers automatically redacted before any response is generated.

โœ“HIPAA-aligned: data stays on-premises
โœ“Automatic PII detection and redaction
โœ“Peer access for referring physicians
Early Users

What people are saying

"

We needed a way for engineering to query legal docs and for legal to query technical specs โ€” but neither team was willing to send their files to a cloud service. Contexteer was the only answer.

Enterprise CTO
Mid-size software company
"

Pre-publication data is extremely sensitive. Being able to share specific sections with my co-authors while keeping the rest private, without any central server, changed how our lab collaborates.

Independent Researcher
University lab
"

Spinning up Contexteer on our production servers and being able to ask natural language questions about log files, configs, and runbooks in real time โ€” that's genuinely magical.

DevOps Engineer
Infrastructure team

Don't see your use case?

Contexteer is flexible by design. Tell us what you're building and we'll help you get started.

Talk to Us โ†’