consumer-ai

Evidence-driven multi-agent quote audits with confidence scoring, verification gates, and downloadable reports

Prototype exploring whether Claude's capacity for reasoned disagreement can be productized into a reliable decision review tool, for teams and individuals.

Triage-first AI for pet owners — should I go to the ER? answered in under 5 seconds with a 4-layer safety system. GPT-4 Vision + LangGraph + RAG over 18K vet records.

Starting Line is a Chicago-based early-stage venture capital firm founded in 2018 by Ezra Galston that invests first checks into consumer technology startups nationwide. The firm concentrates on consumer AI, consumer health and longevity, Gen Alpha / Gen Z, consumer mobile, consumer fintech, and consumer marketplaces — as well as the…

Earlier agent framework iteration with Human-in-the-loop

Unified V3 build · Adaptive intelligence substrate

Consumer diagnostic quiz prototype for relationship-pattern reflection, personalization flows, and AI media experiments.

Multi-agent reasoning · v4 iteration

The Sentience Company builds a consumer AI product at sentience.company under the tagline "Build the digital version of you" — a personal AI persona / digital-twin experience where an individual creates and shares a digital version of themselves.

LLM orchestration layer · V2 reasoning core

A lightweight social prediction app for watch parties, dinners, and group events.

Continuous student decoding engine · multi-agent reasoning

Toppp, an AI-assisted shopping answer engine for trusted product recommendations.

AI product case study for trust, pricing transparency, and explainable diagnosis in auto repair.

V2 platform substrate · latest

Tomo is a consumer "personal AI" application that lives in your text messages: users tell Tomo about their life, goals, problems, and aspirations over SMS, and the AI assistant learns those goals and guides them toward achieving them through ongoing text-based conversation.

Archived consumer funnel experiment; kept as optional Cloudflare and content-product history.

Suno is a Cambridge, Massachusetts-based generative AI music company building a consumer platform that lets anyone create original songs from natural language prompts. The product spans text-to-song generation, vocal and instrumental tracks, style and genre control, stem splitting, audio upload and remixing, lyric writing, and Suno Studio for…