Our journey from easy API integrations to a self-hosted MLOps stack, driven by cost scaling and data privacy concerns.
How building a tax product forced us to rethink proprietary AI models.
Why we chose AI as the interface for tax guidance, and where its role clearly ends.
The real-world problem behind HelpMyTaxes.jp and why we decided to build it.