Three threads, shared goal.
VUMO is building an AI-assisted walkaround for private vehicle sellers. Phone-captured photos turn into a polished video with natural voiceover, ready to drop into any listing. This workspace is where the work is being done in the open.
Walkaround UX
Phone-first capture flow, AI-generated voiceover that sounds human, and a finished video the seller can drop into any listing. Designed for private sellers, not dealers.
Open walkaround Thread · 02Voice pipeline
Blind A/B of 29 TTS samples across two neural voice models. Same Porsche listing script, side by side. Pick the voice that sells the car.
Hear the voices Thread · 03Design audit
Side-by-side audit of a competing design spec against the FixBroken OS rubric. 29-point scorecard, leak points, punch list, migration prompt.
Read the auditLOI on file.
Phase 01 is intentionally lightweight — symbolic fee, advisory in nature, non-binding beyond confidentiality + IP. Scope, deliverables, and longer-term structure get defined as the work proves itself.