AI should help everyone.

We work directly with business owners, leadership teams, and operators to bring AI into their operations and make sure they get maximum benefit — Tool selection, workflow design, implementation, and training.

AI agents and tools for small and mid-size businesses. No engineering team required. Some pre-built specialists ready to deploy on day one. Some custom-built for complex operations. The flywheel: every custom build teaches us what to productize next.

• — Flagship: Winston — AI agent for SMB operators (winston.team)
• — Pre-built specialists: accounting, operations, customer service — connect your tools and let them work
• — Custom builds for complex businesses fund the product work that scales the impact

We develop investment theses by building in the market — not from a desk reading pitch decks. Personal positions in markets where the consensus is wrong. The operating experience and track record we're building now become the foundation for deploying capital at scale.

• — Theses are earned in the field, not theorized at a whiteboard
• — We invest in the gaps everyone else considers too small, too unsexy, or too hard
• — The long game: when it's time to deploy other people's money, we won't be guessing — we'll already know

Honest, practical content about AI for business owners, students, educators, workers, and communities. No gatekeepers. No hype. No doom. Just clear-eyed explanations of what AI actually means for real lives and real livelihoods.

• — Business owners: which tools are real, which are hype, what to do about it
• — Students and educators: what careers actually look like in an AI world
• — Communities and governments: practical resources and honest policy thinking, not thought leadership theater