AI products, MCP servers and software, built in Australia
Potential, refined.
Digitalis is a clinician-led Australian software and AI company. We build AI products, MCP servers and software for systems where reliability matters.
New technology creates possibility. Good products turn it into value.
We work where software, AI and product design meet. We identify what matters, strip the solution back to its essentials, and build the system that should exist.
What we build
Three ways in, depending on how defined the problem already is.
Software development
Purpose-built web, mobile and platform software, from tightly scoped MVPs through to production systems.
AI product development
Applied AI, agentic systems and decision support designed around real workflows and proven against real tasks.
Digital product strategy
Product definition, architecture and delivery strategy for complex ideas that need to become usable products.
Why the name
Power, refined into value.
Foxglove — Digitalis — was used for centuries before its effects were studied with care. Its value came from observation, evidence, control and repeatability.
Technology works the same way. It becomes useful when capability is understood, complexity is controlled and the result is engineered for the real world.
Read the storyRefinement is the method.
Every engagement moves through the same four steps, and repeats them.
Find the signal
Start with the real problem, the people who have it and the workflow around it.
Remove complexity
Reduce the solution to the smallest system that can create dependable value.
Engineer for reality
Build for the constraints, integrations and failure modes that actually exist.
Refine with evidence
Use what delivery teaches to make the product simpler, safer and more useful.
Products we build and run.
Running our own products means we carry the same consequences our clients do.
Digitalis at a glance
- What Digitalis is
- A clinician-led Australian software and AI company at digitalis.com.au.
- What we do
- AI product development, MCP server development, software development and digital product strategy.
- How we use AI
- Where interpretation and uncertain reasoning create value. Deterministic logic everywhere else.
- Products we run
- Hazards QLD (live on the App Store) and StartYear (in beta).
- Founder
- Dr Todd Miller, medical doctor and certified health informatician.
- Digitalis Health
- The founder's clinical and digital health practice, at digitalishealth.com.au.
- Company
- Digitalis Health Pty Ltd, ABN 84 689 650 888, trading as Digitalis.
- Where we work
- Across Australia, remote or embedded with your team.
Clear answers on software and AI.
All insights- What is the Model Context Protocol (MCP)?The Model Context Protocol (MCP) is an open standard that connects AI applications to tools, data and workflows. What it is, and when a product should use it.
- Agentic AI vs automationAgentic AI suits work that means choosing and sequencing actions across changing state. Deterministic automation suits workflows you can specify explicitly.
- When should you use AI?Use AI where language, interpretation or uncertain reasoning creates the value. Use deterministic software where the correct behaviour can be written as a rule.
- Should you build or buy software?Buy software when the need is common and the process standard. Build when the workflow is distinctive, integration is the product, or workarounds cost more.
Have something worth refining?
Tell us what you are trying to build, change or understand. A first conversation starts with the problem.


