AI.
Remiam has been shipping AI in production since 2023 — starting with Finding Mastery Bot in the earliest days of the OpenAI API, when LangChain was still pre-1.0 and 'production retrieval' was barely a phrase. The studio's approach is grounded: AI earns its place where it does something humans genuinely can't (or shouldn't, repeatedly) — drafting, summarisation, retrieval over a private corpus, image labelling, content classification. The notes catalogue documents this view in detail across multiple essays, and the work itself spans Finding Mastery's editorial chatbot, the Recruit Pipeline MVP's enrichment layer, the experimental Segment Analyzer (GPT-4 Vision over scraped retail interiors), and several client features that aren't named publicly.
Finding Mastery Bot
An AI chatbot built for Finding Mastery — the Michael Gervais podcast on the psychology of high performance — trained on their entire podcast back-catalogue so their internal editorial team could ask questions, surface guest insights, and write better content. Shipped in 2023 in the earliest days of production OpenAI, and the start of an ongoing research collaboration with Finding Mastery on applied AI.
Recruit Pipeline
A B2B SaaS MVP built end-to-end for a recruitment-tech client. Recruiters log jobs, run hiring campaigns, manage companies and candidates through custom-field workflows, let AI populate routine information, and move candidates through the pipeline — interviews, comms, PDF reports — without leaving the system.
Segment Analyzer
An experimental AI product built for a US strategy client. Type a location and an industry sector — the tool scrapes that location, gathers interior photos, runs them through GPT-4 Vision to label features and surface percentage breakdowns, then lets you compare industries head-to-head on interior-design trends. Replaced weeks of in-person fieldwork with minutes of automated analysis.