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F-Pulse+ · Production-Ready

Production execution control for data teams.

When one laptop becomes a team, F-Pulse+ adds the controls production demands — without changing how you build. Same engine, same pipelines; now with governance over who runs what, where, and when.

Production promotion

One clean path to production.

Same builder, same pipelines — but nothing reaches production on a hunch. Every change runs a safe test run and clears two sign-offs before it goes live.

  • A safe test run before anything goes live
  • Two sign-offs: one after the test run, one to go live
  • Different people must approve — no one ships alone
  • Reaches production only after both sign-offs
⬢ TWO-STEP APPROVAL

Nothing reaches production without a safe test run and two sign-offs.

DEV
build
Test run
approved
Go-live
approved
PROD
promoted ✓
Step 1 · safe test runStep 2 · go-live sign-offDifferent people must approve
Everything in F-Pulse, plus

The governance layer for production.

Built on the same engine — your pipelines carry forward unchanged.

Two-step approvals

A safe test run, then two separate sign-offs before anything reaches production. Nothing goes live on a hunch.

Encrypted credentials

Connection secrets are strongly encrypted and rotated automatically, managed by a secure vault. Free F-Pulse already encrypts them; Plus adds the vault and rotation.

Team roles & permissions

Four roles — Super Admin, Admin, Developer, Viewer — with multi-user projects, comments, and sticky notes.

Audit trail

Every change is recorded, kept as long as you need, and exportable. See activity across all workspaces on one timeline.

Change detection

Get alerted when a data source's structure or row counts shift unexpectedly, or when a pipeline drifts from its approved version.

Single sign-on

Log in with your company identity, plus IP restrictions, session controls, and password rules.

Smart alerts

Notification rules per event, plus alerts when a job runs too long or uses too much compute.

Lineage, live sync & Python

See where data came from and where it flows, keep sources in sync as they change (CDC), run custom Python steps, and load into vector databases for AI.

F-Pulse vs F-Pulse+

Same builder, same connectors. F-Pulse+ adds the team-and-production half.

AudienceEngineers & analystsTeams
Pipeline Builder
66+ Connectors
SQL Transforms
AI Copilot (29 tools)
Scheduling & Templates (25)
Steward reliability layer
Built-in encryption (always on)
Custom Python steps
DEV → PROD promotion + two-step approvals
Vault-encrypted credentials
Team roles & permissions (4 tiers)
Single sign-on (SSO)
Live change sync (CDC)
Vector-database outputs (for AI)
Change detection + usage alerts
Data lineage
Audit trail + export
SupportCommunity4h SLA
LicenseApache 2.0 (Free)Commercial
F-PulseF-Pulse+

Simple, self-hosted pricing.

A commercial subscription you run on your own infrastructure — your data never leaves it. Contact us for a quote tailored to your team size.

Self-hosted Team license Monthly or annual No per-run or per-row charges Upgrade when more than one person needs governance