We build software products that multiply human skill and leverage per unit of time.

Giving people freedom from repetitive work, and time for what matters.

Latest work

  • Reference tools
  • General SQL

Each point averages five attempts at one task. Circles show reference tools, squares show general SQL.

Reference data as an engineering advantageReference data makes curated data available at the moment an agent needs it, helping the agent complete tasks faster.

Products

productkylace.comA model decision, backed by workload evidence.productentopic.aiTurns a hiring brief into a cited shortlist.productearned.noTurns carrier exports into payout statements.

Latest

researchReference data as an engineering advantageresearchThe Cheapest Model Is Not the Cheapest ModelresearchWhen Does Owning Inference Pay?researchThe Token Is Not the Unit of IntelligenceresearchCrown Chasers and Price BreakerswritingIntroducing Entopic: Deep Research for HiringwritingYour app should have an email address, not just a login pagewritingGiving an LLM Full Database Access Is the Right Call, and Here’s the Specific Design That Makes It Safe