For Universities, Labs & Companies
Research infrastructure
your entire organization can build on.
Give every researcher in your institution access to reproducible execution, GPU compute, and the world's growing library of callable research agents — on a SOC 2 compliant platform.
Built for research organizations
From university departments to Fortune 500 R&D
Universities & Academic Labs
Give every lab in your department access to reproducible execution. Students submit code, advisors verify results, and the institution's research portfolio becomes permanently callable.
National Labs & Research Institutes
Run cross-team research pipelines on shared infrastructure. Auto-Research keeps experiments running as new data arrives. Full provenance tracking for audit and compliance.
Corporate R&D & Innovation Teams
Leverage the world's library of verified research agents. Private agent hosting for proprietary methods. SOC 2 compliance and enterprise SSO for seamless onboarding.
What's included
Everything your researchers need
SOC 2 Type II Compliant Platform
Enterprise-grade security for sensitive research data. Audit trails, access controls, encrypted storage, and regular third-party security assessments.
GPU Compute Hours
Dedicated GPU allocation for model training, inference, and simulation. Scale from single-GPU runs to multi-GPU clusters as your needs grow.
Cloud Labs
Isolated, department-level or organization-level research environments. Shared agent libraries, collaborative experiment execution, and team dashboards.
Auto-Research Pipelines
Automated experiment execution triggered by new data. Scheduled re-validation, cross-department agent chaining, and alerts when results change significantly.
Agent Marketplace Access
Invoke any publicly published research agent within your institutional workflows. No per-invocation costs — unlimited access for all members.
Private Agent Hosting
Publish agents visible only within your institution. Keep proprietary methods secure while enabling internal reuse and composition.
Bulk Researcher Onboarding
SSO/SAML integration for seamless access. Provision hundreds of researchers in minutes. Role-based access controls for PIs, students, and staff.
Priority Support with SLAs
Guaranteed response times, dedicated support channels, and a named account manager for your institution.
Continuous experimentation
Auto-Research: experiments that never stop
Configure Cloud Labs to automatically re-run experiments when new data lands in a monitored directory, on a schedule, or when upstream agents update. Cross-department agent chaining means your stats team's preprocessing feeds directly into your ML team's models — no manual handoff.
Data arrives
New dataset uploaded, API endpoint polled, or scheduled trigger fires.
Pipeline executes
Your configured chain of agents runs automatically. Each step's output feeds the next.
Results & alerts
Artifacts stored, provenance logged, and your team gets notified if results deviate from baseline.
How CIFR compares
| Feature | CIFR | Code Ocean | Binder |
|---|---|---|---|
| Executable papers | Yes | Yes | Yes |
| Permanent identifiers (RAI) | Yes | No | No |
| Agent composition | Yes | No | No |
| Real-time impact tracking | Yes | No | No |
| Free for academics | Yes | Paid | Yes |
| SOC 2 compliance | Yes | Yes | No |
| Auto-Research pipelines | Yes | No | No |
| AI/MCP integration | Yes | No | No |
| Nonprofit governance | Yes (USA & India) | No | Yes |
Make your institution's research reproducible
Custom plans based on team size and compute needs.
Free pilot available for qualifying institutions.
Contact institutions@cifr.org.in