We work with SMEs, companies that already run ERP/CRM/Excel processes, startups that need an MVP, and traditional industries that want to replace paper and manual collation with internal systems.
With 13+ years of software experience, we focus on AI system integration and Web development. Founded in 2022, our work includes our own AI video SaaS (Mofly AI), a personality-quiz Web product (MindTest AI), an enterprise AI assistant (Leaf AI Workspace), membership and inventory systems and admin backends, plus embedding recognition into existing products.
Commitments we push back on first
- ・We do not promise AI will be 100% correct or never fail.
- ・We do not build fully autonomous Agents that take high-risk actions without confirmation.
- ・We do not quote from a request that only says “make something like ChatGPT.”
- ・We do not commit to accuracy before data sources and acceptance cases are defined.
- ・We do not promise a third-party API integration will succeed before its capabilities are verified.
For needs like these, we start with requirement analysis or a small PoC before deciding on full development.