Agent Lab
How specialised AI agents coordinate energy, infrastructure, digital identity, health data, and future economic activity without removing human responsibility
Grid, storage, generation
Agents, automation, decisions
Identity, value, trust
Health, performance, data
A software system designed to pursue a defined objective. It observes information, evaluates actions, uses tools, communicates with other agents, and adapts within limits.
Responds to direct user requests.
Works toward an objective and completes several connected steps.
Multiple specialised agents that cooperate, negotiate, or challenge one another.
Requires human review or approval before important actions are executed.
Humans define objectives, permissions, boundaries, and final approvals.
Agents analyse information, propose actions, and coordinate specialised tasks.
Users should understand why an agent has recommended a specific decision.
High-impact actions must require human confirmation.
Agent projects
A multi-agent system designed to balance renewable-energy generation, battery storage, consumption, and grid stability. Six specialised agents (Generation, Demand, Storage, Grid Stability, Market, and Carbon Impact) coordinate under a human supervisor.
'A grid does not need one intelligent decision. It needs thousands of coordinated decisions.'
Test in Agent Arena →An agent system that coordinates water consumption, pumping, treatment, storage, and renewable-energy availability. Eight agents (Water Demand, Pumping, Treatment, Renewable Energy, Storage, Climate Risk, Municipal Coordination, and Human Emergency Supervisor) balance essential services under resource pressure.
'Water security and energy security are increasingly the same systems problem.'
A non-medical multi-agent system that helps users organise personal wellness and lifestyle information. Seven agents (Sleep, Nutrition, Movement, Cognitive Performance, Recovery, Data Privacy, and Human Wellness Supervisor) create daily balance insights without medical claims.
'Longevity begins with better observation, not stronger promises.'
A controlled simulation showing how AI agents may verify identity, evaluate reputation, request permission, and exchange programmable value. Six agents (Identity, Reputation, Transaction, Risk, Compliance, and Human Approval) coordinate under strict governance.
'In an agent economy, identity and permission matter as much as intelligence.'
A multi-agent strategic council that evaluates new project ideas from nine perspectives (Technology, Energy, Financial Viability, Human Impact, Sustainability, Ethics, Market, Risk, and Human Decision-Maker). Each agent analyses from its own lens.
'Good innovation survives disagreement before it reaches the market.'
Enter Agent Arena and lead a team of specialised AI agents through energy, infrastructure, climate, economic, and human challenges.
Play Agent Arena