GenAI Demo
Use Cases

These interactive demos showcase possible futures of GenAI-powered products using fictional data and imaginary interfaces. Each concept is inspired by ideas highlighted in this blog post, many of which founders are exploring already.

Education
Grid Operator Training
AI-powered simulation for real-time grid management. Inspired by the idea of applied learning through immersive, high-stakes training environments.
Crisis SimulationAI AssistantReal-time Decisions
Research
Scientific Lab Agents
LLM-integrated agents that automate lab work and optimise experiments. Represents GenAI's potential to interface with the physical world and scale scientific discovery.
Lab AutomationExperiment DesignData Analysis
Workforce
Shift Support Assistant
AI assistant for frontline workers that offers live coaching and performance insights. Reflects the need to equip overlooked deskless workers with intelligent tools.
Shift BriefingLive CoachingPerformance Tracking
Productivity
Personal Agent Network
Smart agents that handle everyday personal admin on your behalf. Demonstrates the untapped potential for consumer-facing GenAI beyond chatbots.
Task AutomationCalendar ManagementPersonal Assistant
Professional
Professional Services AI
Agent-powered services for accounting, legal, and marketing tasks. Shows how small teams can scale output and margins with GenAI augmentation.
Legal AIAccounting AutomationMarketing Intelligence
Safety
AI Guardrails System
Monitoring infrastructure for LLM safety and risk control. Part of the emerging GenAI safety stack that ensures trust and reliability as autonomy increases.
Safety MonitoringOutput FilteringRisk Assessment

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