At logo Spiral Works, our mission is to build the first post-backpropagation foundation model for cybersecurity.


We aim to solve the most critical, unaddressed problem in cybersecurity: threat hunting automation using our foundation model.


Leveraging a novel lifelong learning AI paradigm that goes beyond traditional backpropagation and the most extensive threat knowledge base available in industry, the Wintermute plug-and-play API powers the underlying ML logic of security solutions seamlessly.

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We are a cross-disciplinary team with backgrounds in theoretical ML research/eng, SWE and security research.

We believe that the path to true intelligent AI lies in cross-disciplinary first-principles focusing on intentional research.

Get in touch!