Enterprise Agentic AI, Built for Responsible Adoption
Derbee Studio helps organisations bring AI agents into real business workflows with the transparency, oversight and control needed to use them responsibly.
“Bring your business application and domain expertise. Derbee provides the agentic intelligence layer.”
Derbee connects AI models with enterprise knowledge, tools, APIs, workflows and human oversight.
Our goal is to help organisations move beyond standalone AI assistants towards controlled, transparent and production-ready agentic applications.
Capabilities aligned to key principles of the EU AI Act
Derbee is designed to support organisations building and deploying AI responsibly, with capabilities aligned to key principles of the EU AI Act, including:
Transparency
Enable users to understand when they are interacting with AI and provide visibility into agent actions and outcomes.
Human Oversight
Introduce human review, approval and intervention at appropriate points within agentic workflows.
Traceability & Auditability
Maintain records of agent execution, tool interactions and workflow activities to support monitoring and accountability.
Risk-Based Controls
Configure agents, tools, permissions and approval workflows according to the risk and business context of each use case.
Security & Access Control
Control how agents access enterprise knowledge, APIs, applications and business tools.
Responsible Agent Autonomy
Define boundaries around what an agent can access, decide and execute rather than providing unrestricted autonomy.
Monitoring & Governance
Support ongoing observation of agent behaviour, workflows and operational outcomes.
A risk-based law needs risk-based controls
The EU AI Act follows a risk-based approach, with different obligations depending on how an AI system is developed, deployed and used.
Derbee provides the infrastructure and governance controls that can help organisations implement AI systems in line with applicable requirements, including:
Derbee does not treat compliance as a feature that can simply be switched on.
Derbee therefore gives organisations the building blocks to establish appropriate controls around their Agentic AI applications.
From Thinking to Doing — Responsibly
We believe the future of enterprise AI is not simply about giving AI more autonomy.
It is about giving AI the right level of autonomy, with visibility, control and human accountability built around it.
Explore global safety baselines, prompt injection defenses, regex & GLiNER PII masking, fail-closed safety, and tamper-resistant audit logs.
