AI-native SaaS
Products built around the model, not bolted onto it.
Full web products where AI is the backbone, not a feature flag. We design the data model, the retrieval layer, and the UX together so the intelligence feels native — onboarding that adapts to each user, search that understands intent, and workflows that quietly do the busywork for them.
- Adaptive onboarding & in-product copilots
- Semantic + keyword hybrid search
- Background agents that automate workflows
- Usage metering, billing & multi-tenant auth


