Lightning Rod Labs

Lightning Rod Labs builds AI training data infrastructure that turns raw, unstructured documents and public sources into verified, citable training sets and compact domain-expert models. Founded by Ben Turtel — a former Google engineer (L5) with 10+ years in ML/AI/NLP and prior exits to Google and Harvard University — the company applies a novel Future-as-Label methodology that uses real-world outcomes as training signals at unlimited scale. Lightning Rod Labs is vetted for U.S. government and defense procurement via DARPA ERIS and CDAO Tradewinds, and has published peer-reviewed research in TMLR with benchmark-beating results against frontier models.