AI & ML Consulting for Real Business Outcomes
Alpha Mind Solutions partners with organisations to design, build, and govern AI & Generative AI solutions—turning data and models into measurable impact, not just slideware.
Focusing on financial services, data-heavy enterprises, and AI governance in regulated environments.
What we typically help with
- GenAI prototypes & AI assistants for internal or client-facing use
- End-to-end ML workflows: data, modelling, MLOps
- AI strategy, roadmaps, and value-based use case selection
- AI governance, risk, and controls in regulated contexts
Services
From idea to prototype to production—backed by hands-on experience delivering AI in large organisations.
AI & GenAI Strategy
Clarify where AI can genuinely move the needle for your business. We help you identify high-value use cases, prioritise them, and design a pragmatic roadmap.
- AI capability & maturity assessment
- Use case discovery & prioritisation
- Executive-ready strategy & roadmap
Prototyping & Delivery
Quickly validate ideas with working prototypes—then harden what works. We combine LLMs, ML models, and your data to build real solutions.
- GenAI chat assistants & copilots
- ML models for risk, propensity, or forecasting
- Dashboards & decision-support tools
AI Governance & Risk
Build AI responsibly. We help you embed governance, controls, and monitoring so AI solutions are compliant, explainable, and sustainable.
- Policy, standards & guardrails
- Model risk & performance monitoring
- Documentation and stakeholder alignment
How We Work
Practical, outcome-driven, and collaborative. No hype. No black boxes.
Discover
Clarify your goals, pain points, and constraints. Align with key stakeholders and define success metrics.
Design & Prototype
Design an architecture and quickly stand up a prototype to prove value with real users and real data.
Scale & Govern
Harden what works, integrate with your ecosystem, and embed governance so the solution is safe and sustainable.
Example Use Cases
Typical patterns where Alpha Mind Solutions adds value.
Financial Services
AI assistants for relationship managers, risk analytics, portfolio insights, and customer-facing GenAI experiences.
Operations & Workforce
Intelligent routing, forecasting, and reporting to reduce manual effort and improve decision-making across teams.
Data-Heavy Enterprises
Bringing together siloed data, dashboards, and AI models into simple experiences that non-technical users can trust.
Clients & Partners
Organisations we’ve collaborated with through advisory, delivery and GenAI initiatives.
Strategic AI guidance, GenAI education and hands-on prototype development for national members.
AI-enabled automation, workflow enhancement and data-driven insights for professional services firms.
Reporting analytics, forecasting, optimisation models and AI-powered process improvement.
About Alpha Mind Solutions
Alpha Mind Solutions is a boutique AI & ML consulting practice based in Melbourne, focused on helping organisations turn data and models into real business outcomes.
We combine experience across data science, ML engineering, GenAI, and financial services with a strong emphasis on governance, risk, and stakeholder alignment.
Founder
Dr Eric Lee, CFA
Founder & Principal Consultant
- Enterprise ML / AI leader delivering production-grade AI and GenAI programs across major Australian institutions
- Deep expertise in Generative AI solution architecture, evaluation frameworks, and responsible AI governance
- Hands-on across Python, modern MLOps practices, and cloud platforms (GCP, Azure) to ship resilient systems
- Trusted advisor who connects business, data, technology, and risk stakeholders through clear communication and outcome-focused delivery
Let’s Talk
Interested in exploring how AI or GenAI could help your organisation? Send a quick note and we’ll get back to you.
Contact details
Email: info@alphamindsolution.com
Location: Melbourne, Australia
Available for:
- Advisory and strategy engagements
- Short- to medium-term delivery support
- Workshops and executive education on AI & GenAI