Technology Roadmap
The SØREN family
SØREN Alpha is the product you use today. SØREN Native MKI will be the first official proprietary model from Naday Labs.
Alpha
SØREN Alpha
CurrentCurrent product · private chat with long-term memory.
SØREN Alpha by Naday Labs. The runtime may use an open-weight foundation model behind SØREN infrastructure while SØREN Native is developed separately.
Native MKI
SØREN Native MKI
First official proprietary model from Naday Labs.
In development. The first official generation of Naday Labs’ proprietary model. Experimental Pre-MKI / EXP-004 work is R&D only · not a product generation.
Coming soon
Engineering Integrity:We evaluate models based on real-world utility, nuanced reasoning, and empirical reliability. We avoid synthetic score inflation in favor of practical intelligence.