Our founding team brings deep experience leading technology innovation while centering human impact and social responsibility, including working together at corporations like Intel and nonprofits like the Ethical AI Governance Group.
We believe the architecture of an AI-native organization emerges through iteration. Our job is to help you build the minimum viable foundation — traceability, evaluation, governed access, cost attribution — and then move quickly into validated workflows that compound learning.
We work alongside your team. We don't ship decks; we ship constraint registers, prototype gates, eval baselines, and production proof templates. The first workflow is a readiness instrument as much as a business opportunity.
Tobias brings over 25 years of operational management and executive-level experience in Silicon Valley, including VMware, Citrix, Panasonic, and Intel. For the past three and a half years, he's led Walmart's Generative AI efforts. Tobias has degrees and certifications from San Jose State University and Stanford.
Larry has been a strategy & operations leader at corporations like Intel and Ricoh and an integral part of startups with exits to Intel (Kno, backed by a16z) and Softbank (Cinarra, backed by Cisco). He's an MIT graduate and Stanford PhD where he studied risk and governance as a fellow at organizations like NASA and GE.
We take on a small number of engagements at a time so each one gets our full attention.
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