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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.

Everything in F-Pulse, plus

The governance layer for production.

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

Two-Gate Approvals

Sandbox approval → Deploy approval. Isolated dry-run before promotion. DEV → PROD only after both gates clear.

Vault-Backed Credentials

AES-256 with rotation, credential references, and Vault-managed key lifecycle. OSS keeps Fernet AES-128 always-on; Plus adds the Vault upgrade.

Workspace RBAC

5-tier: Super Admin → Workspace Admin → Data Engineer → Analyst → Viewer. Multi-user projects, comments, sticky notes.

Audit Retention & Export

Sigstore-signed audit export, SIEM-compatible formats, configurable retention. Cross-workspace activity timeline.

Drift Detection

Scheduled scans + critical-event notifications when schema or row-count drifts beyond threshold.

OIDC / SAML SSO

Plus IP allowlist, session controls, and password policy. Drop-in for enterprise identity providers.

Smart Notifications

Quiet hours, debounce, daily digest, per-event policies, escalation. Compute-usage alerts (memory / CPU / runtime).

Lineage, CDC & Python

Marquez-compatible lineage + Python transforms (Docker-isolated, Vault-injected secrets) + CDC source nodes (Debezium) + vector-DB sinks.

F-Pulse vs F-Pulse+

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

AudienceEngineers & analystsTeams
Pipeline Builder
90+ Connectors
SQL Transforms
AI Copilot (25 tools)
Scheduling & Templates (27)
Steward reliability layer
Fernet AES-128 encryption (always-on)
Python Transforms (Docker-isolated)
DEV → PROD promotion + Two-gate approvals
Vault-backed credentials (AES-256 + rotation)
Workspace RBAC (5-tier)
OIDC / SAML SSO
CDC source nodes (Debezium)
Vector DB sinks (Pinecone / Weaviate / Qdrant)
Drift detection + compute-usage alerts
Lineage (Marquez-compatible)
Audit retention + sigstore-signed 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