Reference Customer and AI-Driven Product Development

One reference for our i4ware Timesheet for Jira for Healthcare SaaS product is a healthcare technology customer in the Middle East.

The product development strategy is intentionally technology-driven rather than customer-driven. Customers do not dictate the product roadmap or request specific features. Instead, Matti Kiviharju acts as the product’s chief software architect, independently defining the long-term architecture, user experience, and technical direction. Existing customers typically continue using the product and renewing their monthly subscriptions without requesting ongoing development work or maintaining regular contact.

Software development is accelerated through the use of modern AI-assisted engineering tools. Microsoft Visual Studio Code Copilot and Google Antigravity AI are used to support software implementation, architecture, prototyping, and coding tasks. Atlassian Rovo AI assists with customer support, documentation, user guides, and backlog generation. Internally, this development approach is jokingly referred to as “Guesswork Engineering,” as product decisions are based on architectural vision, market research, and long-term product strategy rather than a constant stream of customer feature requests.

Understanding Different Healthcare Systems

Developing software for international healthcare organisations requires understanding that healthcare systems differ significantly between countries and regions.

In the Gulf Cooperation Council (GCC) countries, including the United Arab Emirates, Saudi Arabia, Qatar, Bahrain, Kuwait, and Oman, private health insurance plays a major role in financing healthcare. In many cases, insurance companies reimburse or directly pay healthcare providers for medical consultations, treatments, and hospital services. As a result, digital healthcare platforms often integrate with insurance providers, billing workflows, and claims management processes.

Finland follows a different model. Healthcare is primarily funded through taxation, with public healthcare services organised by regional wellbeing services counties. In addition, the Social Insurance Institution of Finland (Kela) administers a range of statutory social security benefits, including reimbursements for certain private healthcare expenses and sickness-related benefits, in accordance with Finnish legislation.

Finland’s welfare model also differs from many other countries in that tax revenue contributes to financing public education, healthcare, social security, and numerous public services. This broader social infrastructure influences how Finnish software companies approach digital public services, compliance, accessibility, and long-term sustainability.

These differences in healthcare financing and public administration reinforce the importance of building flexible software architectures that can support varying business models, regulatory environments, and operational workflows across international markets.

Financial planning is supported by Microsoft 365 Excel build-in Copilot, which helps prepare future budgets and business scenarios based on prompts. These plans take into account Finnish prepayments of income tax, VAT obligations, YEL pension insurance, and the complex regulations governing benefits administered by Kela (National Pension Center).

As a recipient of a Finnish disability pension, Matti Kiviharju is fully aware that exceeding statutory income limits or making incorrect business decisions could permanently affect his pension entitlement. This requires exceptionally careful financial and legal planning.

Unfortunately, some people have incorrectly claimed that he is being deceived or exploited because of the extensive legal support used in his business. In reality, legal contracts are intentionally prepared and reviewed by experienced attorneys to minimize business risk. Professional legal services typically cost €200–300 per hour plus 25.5% VAT, resulting in individual legal invoices ranging from approximately €1,500 to €6,000. Given the potential financial and legal consequences, there is very little room for contractual mistakes, making professional legal review a necessary investment rather than an avoidable expense.

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