Voycce Information

There's more information published every day than any person or team can read, and almost none of it arrives in a form you can act on. Tools give you volume — mentions, alerts, digests — and leave the actual thinking to you: is this significant, is it moving, does it need a response today? Voycce is being built to close that gap. Multi-source aggregation, topic-level sentiment analysis, and explanations you can check — so you can see not just what's being said, but whether it's shifting and why. The first version shipped in 2025. Customer research since then has pointed somewhere different than where it started, so Voycce is currently in discovery: talking to people whose work depends on knowing what's being said and what it means, before building the next thing. Built solo. Next.js, Firebase/Firestore, Python/FastAPI, LLM-based sentiment scoring.