Flowise

Flowise is an open-source platform that lets non-technical users build and deploy AI workflows by connecting pre-built components visually, without writing code. It appeals to enterprises wanting to experiment with large language models and custom AI applications quickly, but it raises governance concerns around data handling, model selection, and access control that compliance teams need to address. Organizations using Flowise should establish policies for which data can flow through the tool, how outputs are logged and retained, and who can create or modify workflows to ensure compliance with data protection and AI risk management requirements.

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ResearchGlobal2026-10-03

Orchestration Framework Flaws Make AI Workflow Pipelines a Primary Attack Target

Research published by Help Net Security finds that agent orchestration frameworks including Flowise and Langflow are among the most actively targeted systems in current vulnerability disclosures. Attackers use prompt injection and manipulated workflow configuration files to reach code execution points inside enterprise AI pipelines. Organizations running agentic workflows need isolation, configuration validation, and red-team coverage at the orchestration layer, not just at the model level.

orchestration security prompt injection agentic AI Flowise Langflow red teaming AI supply chain