QuantFit.
§ l for labs

Econometrics for
whole departments.

Shared workspaces, SSO, data residency, and procurement-grade contracts — for departments, policy institutions, and central banks that need more than a seat count.
In use at
Cambridge · Faculty of EconomicsLSE · Department of EconomicsIMF · Research DepartmentBank of England · MPC researchOxford · NuffieldCNRS · Paris School of Economics
A partial list · institutional logos on request.
§ c capabilities

Everything your procurement
team will ask about.

Identity
SAML 2.0 · OIDC · SCIM provisioning · Directory sync with Okta, Entra, Google, Duo.
Data residency
Pin compute to EU, UK, US, or on-prem. Encrypted-at-rest by default; BYOK on request.
Audit & compliance
Full audit log · SOC 2 Type II · ISO 27001 · GDPR · UK DPA · export via SIEM.
Collaboration
Shared workspaces, dataset versioning, per-project roles, draft review — all on the web tier.
Reproducibility
Workspace-level reproducibility bundles. Mint a DOI; referees can re-run without the data.
Support
Named CSM · 1-business-day SLA · quarterly methodology review with our research team.
§ r replication

Replication bundles
your journal will accept.

Every QuantFit project exports a single-file replication bundle: dataset hashes, specification file, dependency lockfile, and a deterministic fit script. Compatible with AEA Data Editor, JAE archive, and the Royal Econ Soc replication standard.

  • AEA Data Editor format
  • Zenodo / Dataverse export
  • Deterministic re-run on any platform
  • DOI minting from the Report Builder
replication.qfpack · 2.1 MBsha256: 4f3a…8c21
/replication.qfpack
├─ manifest.toml          # spec + data hashes
├─ data/
│   ├─ panel.parquet      # sha: 9c2e…
│   └─ panel.schema.json
├─ model.qfspec           # fully serialised spec
├─ rerun.py               # qf.load_spec("model.qfspec")
├─ environment.lock
├─ output/
│   ├─ table_1.tex
│   ├─ table_1.pdf
│   └─ diagnostics.json
└─ CITATION.cff
for labs, policy shops, and central banks

Let’s spec a site license.

Named users, invoice billing, data residency, a named CSM. Typical turnaround: two weeks from intro to signed order.
Email [email protected]Other questions