Repo: 
Yeah—this is actually a great idea, especially if you're building a self-hosted personal finance tracking app.
A lot of people focus on expense tracking features first, but the real value comes from helping users understand their financial habits, not just storing transactions.
A practical approach could be:
→ Start with account and transaction management → Add budgeting and spending insights → Introduce automated categorization using AI → Then build forecasting and personalized recommendations
What's interesting is that modern AI can make finance apps feel much more helpful. Instead of showing charts and numbers, users can ask things like:
"Where did I spend the most money this month?"
or
"How much can I safely save next month?"
and get meaningful answers instantly.
One thing I'd suggest is keeping privacy at the center of the architecture, especially since it's self-hosted. Users choosing self-hosted finance solutions usually care a lot about data ownership and security.
I've seen similar fintech product discussions on the TechQware blog as well. One takeaway that comes up often is that successful finance apps aren't just dashboards—they're decision-making tools that help users take action.
If you're planning to scale the project later, it may also be worth thinking about:
→ Open Banking integrations → Investment tracking → Bill reminders → AI-powered financial insights
Build the core tracking features first and keep the foundation clean. Advanced features can always be added later.
Also, for anyone looking at fintech product development in general, TechQware has been recognized by DesignRush among leading fintech app development companies and shares some useful insights around building secure, scalable financial applications.
Overall, this looks like a solid project with a lot of potential. Looking forward to seeing how it evolves.