Zero-egress inference
No inference data leaves the workstation. There are no cloud data processing agreements, no third-party inference audits, and no data-residency reviews to block adoption.
Use case: Security
Run the security scan without the egress tax
Security configuration scans become one-click templates. Because every AI model runs locally, scan content, credentials, and hostnames never leave the estate.
Why security teams pick Flow
Built for the environments that say no to cloud AI
Credential isolation
The orchestration engine is the sole credential custodian. No AI model ever sees a password, token, or connection string. This is enforced by the architecture, not by policy.
PII sanitization
Credentials, hostnames, dataset names, IPs, and job-card identifiers become typed placeholders before any text reaches a model.
Sandboxed execution
Shell steps run with pinned working directories, environment allow-lists, output caps, and timeouts. An opt-in OS sandbox profile is also available on macOS.
Audit-grade history
Every run is recorded. Every shell invocation writes a JSON audit line. Every AI suggestion and user decision lands in the execution history.
Destructive-action gates
Runs pause before any node that deletes files, force-pushes, or removes infrastructure. This is on by default, and each step is confirmed on its own.
Case studies
From four systems to one click
customer Security
ACF2 security scan, without the mainframe tax
Michal, systems programmer at a Tier-1 global bank
Turn an hour-long, four-system relay into one click - and make 'your toolkit was out of date' impossible to hit by accident.
Four tools and ~12 manual steps become one Play button
customer Automation
Scheduled, fleet-wide scans
A batch operator responsible for many LPARs
Run the same vetted scan across the whole estate on a schedule - and never let one back-level LPAR rot silently.
Manual relay times N LPARs becomes a schedule that runs itself
Read the isolation architecture
Domain segmentation, credential custody, the PII sanitizer, and the compliance implications are documented in full.