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For institutions

Built for data that must stay inside

Universities, hospitals and statistics offices get SPSS-class analysis and an AI orchestrator without sending a single record to someone else's cloud.

Who it's for

One workbench, five kinds of obligation

Each field answers to someone different: a supervisor, a reviewer, an ethics board, a minister or a client. OrcStat is built for all of them.

Students and theses

Guided test selection, plain-language help with a four-part structure for every procedure, and APA 7 output that drops straight into a thesis.

  • Statistics Coach and case studies
  • APA 7 tables and figures
  • Course groups and student discounts

Academic research

Mixed models, repeated measures, SEM, mediation and reliability, with a syntax journal that makes every analysis reproducible for reviewers.

  • Reproducible syntax journal
  • SEM, IRT, mixed models
  • Bayesian and meta-analysis

Health and clinical

Survival analysis, ROC, Bland-Altman and complex survey data on patient-level records that never leave the hospital network.

  • Kaplan–Meier and Cox
  • ROC, Bland-Altman, agreement
  • Local Only AI and encryption

Government statistics

Complex samples, custom tables and large datasets with audit trails, offline operation and admin-enforced policy.

  • Complex Samples with design effects
  • 10M-row datasets
  • Offline, audited, policy-controlled

Market research

Custom tables with significance letters, multiple response sets, weighting, conjoint and AI-assisted coding of open-ended answers.

  • CTABLES and multiple response
  • Conjoint and segmentation
  • Open-ended text coding

Privacy and security

Controls your governance team will ask about

Every control works offline, is set by policy, and leaves an audit trail.

Security and data handling

Local Only egress guard

AI requests are pinned to approved hosts. DNS, redirects, IPv6 and IPv4-mapped addresses are re-checked, and blocked attempts are logged.

Exposure levels 0–3

Projects choose how much an AI model may see, from variable metadata only to full data, with a preview of every request.

Encryption at rest

AES-256-GCM project files with scrypt-derived keys, encrypted autosave and recovery, and SPSS-compatible password-protected .sav.

Secrets in the keychain

API keys and passwords are stored by the operating system, never in project files or logs. Passwords are redacted from the journal.

Audit log

Each AI request records what was shared and what was approved. Export it for governance, or purge it on schedule.

Signed extensions

Extension packages are hash-checked and Ed25519-signed. An admin policy can refuse unsigned packages entirely.

Local Only · egress log
14:09:12ollama.lab.internal:11434 — allowed, private network
14:09:40llm.hospital.local — allowed, admin policy
14:10:03api.example-cloud.com — blocked, Local Only

Deployment

Fits the way your IT team works

Silent installs, a single admin policy file and offline operation. A licence check sends only the licence ID, a hashed device ID, the app version and the operating system, never your data. Air-gapped machines can use a permanent offline activation instead.

Ask about deployment

Desktop app

Signed macOS app with a sandboxed App Store build. Windows and Linux are next on the roadmap.

Browser version

The full engine runs in the browser through WebAssembly after users sign in. Nothing is uploaded, which suits locked-down teaching labs.

Model server

Point every seat at a shared on-premises model server, or let each user run a local model.

Batch and scheduling

Headless job runs from the command line, with launchd or cron schedules for production reporting.

orcstat-policy.yaml
# One file for every seat
ai:
  local_only: true
  endpoint: http://llm.internal:8000/v1
  endpoint_locked: true
  max_exposure_level: 1   # aggregates only
extensions:
  require_signed: true
telemetry: off

Admin policy

Set it once, enforce it everywhere

Lock the model endpoint, cap how much data the AI may see, require signed extensions and switch off telemetry for every install.

Pilot programme

Plan a pilot with your team

We're working with a small number of universities and research groups during the beta.