Demos

Projects that show AI at work.

A snapshot of Stack Lion projects, prototypes and operational tools that turn automation ideas into working business systems.

AI Receivables Agent demo preview
Receivables automation

AI Receivables Agent

A Worker-native receivables automation demo that prioritises overdue invoices, scores payment risk and drafts editable reminders.

AI Receivables Agent gives business owners, finance managers, bookkeepers and operations managers a daily chasing queue for overdue invoices. The first Cloudflare Worker version uses seeded demo data rather than a live Xero connection, so the workflow can be reviewed safely before integrations are added.

What the demo does

The demo presents an overdue invoice queue with risk scoring, follow-up drafting, reminder approval and collection activity tracking so finance teams can prioritise the accounts most likely to need action.

  • Daily overdue-invoice chasing queue
  • Payment-risk scoring and explanations
  • Editable payment reminder drafts
Agent Workspace demo preview
AI agent platform

Agent Workspace

A practical agent workspace for coordinating AI assistants, workflows and business tools from one operational interface.

Agent Workspace is designed for teams that want AI agents to do useful work rather than sit in a chat window. It brings together prompts, tool actions, workflow context and task handoff patterns so businesses can prototype and operate agent-led processes with better control.

What the demo does

The demo shows how an operator can monitor active agents, review queued tasks, inspect workflow progress and see which business tools each agent can use.

  • Multi-step agent workflows
  • Internal assistant and operations use cases
  • Designed for controlled business automation
ListForge demo preview
E-commerce automation

ListForge

A seller operations tool for streamlining listing, inventory and marketplace admin tasks.

ListForge targets the repetitive work that builds up around online selling. The project demonstrates how automation can support product data handling, listing preparation and business admin without forcing teams into generic marketplace software.

What the demo does

The demo highlights listing preparation, inventory status, order workload and pricing suggestions in one workspace for faster marketplace admin.

  • Marketplace workflow support
  • Listing and product admin
  • Seller productivity tooling
Job Finder demo preview
Research assistant

Job Finder

A job-search assistant for collecting opportunities, comparing roles and reducing manual research time.

Job Finder applies automation to the search and screening process. It is shaped around surfacing useful opportunities, organising role information and helping a user make faster decisions from messy public job data.

What the demo does

The demo collects roles into a research board, compares opportunities by fit and tracks applications through a simple pipeline.

  • Opportunity collection
  • Role comparison support
  • Research workflow automation
Learning Quiz Framework demo preview
In-house e-learning

Learning Quiz Framework

An internal e-learning tool for building quizzes, checking understanding and supporting structured staff training.

Learning Quiz Framework gives teams a practical way to turn internal knowledge into guided learning. It is designed around reusable question banks, clear learner progress and simple review flows so training can be delivered and improved without heavyweight learning-platform overhead.

What the demo does

The demo shows course modules, quiz setup, learner progress, pass thresholds and review states in one focused e-learning workspace.

  • Reusable quiz and question-bank workflows
  • Staff learning and knowledge checks
  • In-house training progress visibility
GPU Workload Agent demo preview
AI operations monitoring

GPU Workload Agent

An NVIDIA GPU operations assistant that monitors AI workloads, VRAM pressure and launch capacity using nvidia-smi telemetry.

GPU Workload Agent is built for teams running local models, inference jobs and GPU-heavy automation. It turns raw NVIDIA telemetry into an operator-friendly view of workload health, active processes, temperature, power and available capacity.

What the demo does

The demo shows live GPU utilisation, memory pressure, active compute processes, capacity checks and an AI advisor that explains whether another workload can safely launch.

  • nvidia-smi telemetry and process monitoring
  • AI workload health and capacity advice
  • Safe-by-default operations recommendations
Profile Poster demo preview
Content workflow

Profile Poster

A content assistant for drafting, preparing and managing professional LinkedIn posts.

Profile Poster supports the repeated work of creating useful business content. It helps structure ideas, prepare drafts and keep publishing workflows moving while leaving tone and final approval with the user.

What the demo does

The demo shows an idea queue, draft editor, approval state, publishing calendar and performance panel for human-approved content workflows.

  • Post drafting workflows
  • Content planning support
  • Human-in-the-loop publishing