From pilot to production: the 90-day checklist

Hook: Many businesses struggle to move their initial artificial intelligence concepts from isolated tests into reliable daily operations.

You have built a successful prototype, but deploying it across your entire organisation requires a completely different approach. Moving from an isolated test environment to a fully integrated business tool involves careful planning, strict security measures, and reliable infrastructure. This 90-day guide shows you exactly how to standardise your software deployment without disrupting your current workflow. By following these practical steps, your team will walk away with a clear roadmap to implement a robust, automated solution that directly supports your commercial objectives. We outline the technical requirements and compliance checks you need to protect your customer data while maximising the return on your custom software investment.

Table of contents

• How do you prepare your data for a production rollout?
• What infrastructure is required for reliable deployment?
• How do you handle compliance and security?
• What this costs / what it takes
• Common mistakes
• Decision checklist
• FAQ
• Take the next step with Zimozi

How do you prepare your data for a production rollout?

You must sanitise your input sources and establish automated pipelines before expanding access.

Pilots often rely on static or manually cleaned spreadsheets. When you move to a live system, your application needs to handle messy, real-time information automatically. You need to connect your core databases directly to the new application using secure APIs. This ensures your staff always access accurate and up-to-date information. If you want to understand how data retrieval works under the hood, read our guide on RAG explained.

What infrastructure is required for reliable deployment?

You need a dedicated hosting environment that can automatically scale as your user base grows.

A prototype running on a local machine will crash when multiple staff members log in simultaneously. You must set up cloud servers with proper load balancing to distribute the traffic evenly. This setup guarantees that your application remains responsive during peak business hours. For a faster approach to building your initial product, see our guide on MVP in 4-8 weeks.

How do you handle compliance and security?

You must implement strict access controls and adhere to local privacy regulations from day one.

Australian businesses must comply with the Privacy Act 1988 and guidelines from the OAIC. You should encrypt all sensitive customer details both in transit and at rest. Setting up role-based permissions ensures that staff only see the information required for their specific jobs.

What this costs / what it takes

Taking a basic software prototype to a secure, live environment typically requires an investment of $20,000 to $50,000 AUD.

This budget covers setting up cloud infrastructure, writing automated tests, and implementing secure user authentication. The exact price depends heavily on the complexity of your existing databases and how many third-party services you need to integrate. You should also budget around $1,000 to $2,000 AUD per month for ongoing cloud hosting and routine maintenance.

Common mistakes

Relying on manual testing leads to broken features when you release new updates. You must build automated checks to verify your code.

Failing to store data securely within Australia can result in severe penalties from regulators like ASIC or the OAIC. Always verify your cloud provider’s physical server locations.

Launching a new tool without training your staff will lead to low adoption rates and frustrated users. You need to provide clear documentation and hands-on guidance.

Decision checklist

• We have documented all data sources required for the live system.
• We have established a dedicated cloud hosting environment.
• We have implemented role-based access controls for all users.
• We have reviewed our data handling practices against the Privacy Act 1988.
• We have allocated a budget for ongoing maintenance and server costs.

FAQ

How long does it take to deploy custom software?

Most transition projects take between 60 to 90 days to complete properly. This timeframe allows engineers to build reliable infrastructure and run comprehensive security tests.

What is the difference between a pilot and production?

A pilot is a restricted test designed to prove a concept works. Production refers to the final, secure version of the software that your entire business relies on daily.

How do I secure customer data in a web application?

You must encrypt all data, implement strict password policies, and host your servers in a secure environment. Regular audits help identify and fix potential vulnerabilities before they become issues.

Why do software deployment costs vary so much?

Costs depend on the number of features, the complexity of your data integrations, and the level of security required. A simple internal tool costs significantly less than a public-facing financial application.

Can I host my custom application on my own servers?

Yes, but managing physical servers requires dedicated IT staff and expensive hardware. Cloud hosting provides a more flexible and cost-effective solution for most Australian SMEs.

Take the next step with Zimozi

Secure your transition by partnering with an experienced engineering team.

Moving from a test phase to a live business application involves complex technical decisions. If you need help structuring your deployment, send your project brief to our team. We will review your current setup and provide a clear, actionable roadmap for your business.