Security & trust

Built so wrong numbers — and leaked data — can’t ship.

We sell trust, so we engineer for it. Sensitive data is masked before it ever reaches a model, every change passes through a permission gate, and every number traces back to an immutable source file.

The controls ledger

Six controls, each one verifiable.

  • 01

    PII masked before any model call

    Presidio detects and masks sensitive fields at the boundary. The model never sees raw names, accounts, or identifiers.

    ✓ in place
  • 02

    The gate is the only write path

    Nothing mutates your data except through the permission gate. Every change is proposed, decided, and logged — no silent rewrites.

    ✓ in place
  • 03

    Immutable source files

    The raw file you upload is stored versioned and untouched, so every cleaned number can be traced back to the original.

    ✓ in place
  • 04

    Tenant isolation

    Each firm's data is scoped to its workspace. Clients and datasets never cross tenant boundaries.

    ✓ in place
  • 05

    Full, exportable audit trail

    Every upload, approval, reconciliation, and sign-off is recorded as an audit event you can export to CSV.

    ✓ in place
  • 06

    Your engine runs the numbers

    Calculations execute in our own sandboxed DuckDB pipeline — not a third-party code tool — so data stays on a path you control.

    ✓ in place
Deployment

Cloud by default. On-prem when you need it.

File2Insight runs as containerized services, so the same product can be deployed inside your own environment for firms with stricter data-residency requirements. The Secure-tier admin surfaces a live readiness check of your deployment posture — model routing, storage, and isolation — before a single file is processed.

Enterprise SSO and the exportable audit trail round out the Secure tier. Reconciliation and sign-off are in every plan — governance isn’t an upsell.

Bring your most sensitive close.

Upload a real file and see exactly what's masked, gated, and traced — before you commit to anything.