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.
Writing Feedback Hub
Formative AI feedback on student writing — guidance, not generation
An AI-powered companion for university students that reviews draft assignments and returns annotated feedback on structure, language, sources, and critical thinking — pointing out issues and asking reflective questions, never rewriting the work.
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.