consumer-ai

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

已完成 P0 工程闭环：证据驱动、可审查、可恢复，具备用户隔离和受控外传边界的个人消费决策智能体。

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…

The Sentience Company — independent third-party profile of a public API surface, by API Evangelist. 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.

Evidence-first framework and BillFit case for discovering defensible consumer AI skills.

Unified V3 build · Adaptive intelligence substrate

Private 30-second stress arcade: frustration → fictional boss → arena → closure.

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

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

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.

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

LLM orchestration layer · V2 reasoning core

Starting Line VC — independent third-party profile of a public API surface, by API Evangelist. 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

Multi-agent reasoning · v4 iteration

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

Continuous student decoding engine · multi-agent reasoning

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

Import selected Chinese personal-data exports into SQLite, link entity aliases and query simple aggregates with row-level source references.

Cloudflare Pages AI content experiment with server-side provider routing, deterministic fallbacks, and privacy-aware publishing.