Data Flow Manager

Data Flow Manager is a control plane for Apache NiFi Operations, built for enterprises running NiFi at real scale. Users can run, manage, and fix NiFi challenges across all clusters, environments, and flows using simple natural-language prompts.

DFM replaces fragmented UIs, brittle scripts, and reactive operations with centralized, AI-driven control, enabling NiFi teams to transition from manual operations to governed, autonomous execution.

What DFM delivers:

• Centralized control across all NiFi clusters and environments

• Prompt-driven flow deployment and promotion

• Pre-deploy flow validation & sanity checks

• Scheduled and controlled flow deployments

• Centralized controller service management

• Built-in approval workflows and RBAC

• Immutable, detailed audit logs

• Unified visibility into flow health and runtime state

Built for enterprise reality

→ Production-proven with large, global NiFi deployments

→ Works with an existing Apache NiFi—no redesign required

→ On-prem or cloud, with enterprise-grade security and compliance

Why teams choose DFM 2.0:

• Reduction in operational effort

• Errors detected before they reach production

• Faster deployments with consistent governance

• Less dependence on scarce NiFi experts

• Predictable costs with pay-as-you-go pricing

DFM turns Apache NiFi into a governed, AI-operated platform.