Projects
A selection of AI assistants, learning coaches, and governance tools we've designed and shipped — each grounded in real user needs and measurable impact.
Madgwick Wizard
Enterprise AI enablement through guided assistant creation
An AI assistant that helps anyone design their own AI assistants — guided prompts, model recommendations, and MCP integration suggestions, all aligned to governance.
PolicyBot
Consistent, compliant guidance powered by policy and governance frameworks
A policy assistant that connects directly to your policy and governance documents via MCP, surfacing approved excerpts from official sources — never interpreting, never inventing — for confident, compliant decision-making.
Student Study Schedule Assistant
Personalised study planning that fits real life
An AI study planner that connects to learners' unit schedules via MCP — building practical, wellbeing-focused study plans through brief, focused conversations.
Lexi LawScribe
Legal writing tutor that helps students think and write like lawyers
A legal writing tutor AI built for law students. Lexi reviews drafts and returns constructive feedback on spelling, grammar, structure, punctuation, and AGLC4 citations — guiding students to refine their work without rewriting it.
StudyMate
Learning coach and academic companion for university students
A pedagogically-grounded AI study coach that strengthens learning rather than replacing it. Built around Socratic questioning and scaffolding, with MCP-connected academic search, on-demand visuals, and per-student memory that adapts to each learner over time.
Aegis
AI language risk auditor for high-stakes communications
Aegis reviews text before it goes out — flagging legally risky claims, ethically questionable framing, reputational landmines, tone mismatches, regulatory gaps, and culturally insensitive language with specific, actionable notes.
HR Buddy
Friendly People & Culture assistant grounded in your own documents
A trusted People & Culture assistant for staff. HR Buddy answers questions on internal P&C processes, culture initiatives, and policy or EA matters — drawing only from approved documents and pointing back to the source every time.
Madgwick — Staff Support
AI-enabled support for staff assisting students with platform adoption
A governance-aligned support assistant that equips frontline staff with accurate, consistent answers — built on approved handbooks, FAQs, and policy guidance.
AGLC4 SmartCite
Supporting accurate legal referencing with guidance, structure, and academic integrity
A teaching-first referencing assistant that helps law students apply the Australian Guide to Legal Citation correctly — guidance, not generation.
Madgwick Help
Interactive onboarding assistant for platform discovery and confident AI adoption
An always-on guide that helps every new user learn, explore, and feel confident using an AI platform — through interactive learning and on-demand answers.
APA7 SmartCite
APA 7 referencing tutor that strengthens citation skill through guidance and feedback
An APA 7 referencing assistant for university students. SmartCite reviews draft references, explains what's incorrect, and asks guiding questions to help students apply APA 7th edition correctly — never producing references for them.
EA Buddy
Friendly guide to staff Enterprise Agreements
A conversational guide that helps staff navigate their Enterprise Agreement — translating formal language into plain English, finding the right Parts and Sections, and connecting related provisions across the document.