# Digitalis > Digitalis is a clinician-led Australian software and AI company building AI products, MCP servers and software for systems where reliability matters. Masterbrand line: "Potential, refined." Digitalis uses AI where interpretation, language and uncertain reasoning create value, and keeps deterministic functions deterministic where the correct behaviour can be specified explicitly. ## Services - [Software development](https://digitalis.com.au/software-development/): Purpose-built web, mobile and platform software, from tightly scoped MVPs through to production systems. - [AI product development](https://digitalis.com.au/ai-product-development/): Applied AI, agentic systems and decision support designed around real workflows and proven against real tasks. - [Digital product strategy](https://digitalis.com.au/digital-product-strategy/): Product definition, architecture and delivery strategy for complex ideas that need to become usable products. ## Company - [Home](https://digitalis.com.au/) - [MCP server development](https://digitalis.com.au/mcp-server-development/) - [Work](https://digitalis.com.au/work/) - [Insights](https://digitalis.com.au/insights/) - [About](https://digitalis.com.au/about/) - [FAQ](https://digitalis.com.au/faq/) - [Contact](https://digitalis.com.au/contact/) - [Digitalis Health](https://digitalishealth.com.au/): The founder's clinical and digital health practice and professional profile. - [Dr Todd Miller on LinkedIn](https://www.linkedin.com/in/dr-todd-miller): Founder. Medical doctor and certified health informatician. ## Insights - [What is AI product development?](https://digitalis.com.au/insights/what-is-ai-product-development/): AI product development turns model capability into a usable, evaluated and dependable product through engineering, workflow design, evaluation and governance. - [Agentic AI vs automation](https://digitalis.com.au/insights/agentic-ai-vs-automation/): Agentic AI suits work that means choosing and sequencing actions across changing state. Deterministic automation suits workflows you can specify explicitly. - [What is the Model Context Protocol (MCP)?](https://digitalis.com.au/insights/what-is-model-context-protocol/): 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. - [When should you use AI?](https://digitalis.com.au/insights/when-to-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. - [How to evaluate an AI product](https://digitalis.com.au/insights/how-to-evaluate-an-ai-product/): Evaluate an AI product at the task level: define success, representative cases, failure modes, thresholds, regressions, operational behaviour and human review. - [What makes a good software MVP?](https://digitalis.com.au/insights/what-makes-a-good-software-mvp/): A good MVP tests the product thesis with the smallest coherent product that can create evidence about the riskiest assumption. - [How to scope a digital product](https://digitalis.com.au/insights/how-to-scope-a-digital-product/): Scope a digital product by defining the problem, workflow, product boundary, riskiest assumptions, architecture and the evidence the first release must produce. - [Should you build or buy software?](https://digitalis.com.au/insights/build-vs-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. - [How to choose a software development partner](https://digitalis.com.au/insights/how-to-choose-a-software-development-partner/): Choose a software development partner by how they reduce risk: how they scope, what they would remove, who owns the code, and what happens after launch. ## Key facts - 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. - Legal entity: Digitalis Health Pty Ltd - Contact: contact@digitalishealth.com.au ## Optional - [Full context](https://digitalis.com.au/llms-full.txt): Longer description of Digitalis, its approach and products.