Why Avenyx Exists
Avenyx is an early-stage AI company exploring better ways for people and AI to work together. We’re building tools that make prompts easier to understand, workflows faster to iterate, and AI decisions feel safer and more human-centered.
We’re starting with two core projects—PromptLens and Hoshi—that help people see how their prompts behave, move faster without burning out, and keep human judgment at the center of every AI decision.
Understand the Hidden Logic
AI systems fail in ways people don't see. Avenyx Research studies the gaps, the friction, the places where LLM behavior and human expectation stop lining up.
Move faster without burning out
Research findings become functional code in Labs. Built on infrastructure that holds up, tested by real people, and improved based on what we actually learn.
Make it feel human
A technically solid product can still miss the mark. Studio is where things get their soul. The design decisions that determine whether someone picks it up and thinks, this was made for me.
Keep humans at the center
Avenyx is built around human judgment. Not metrics as a substitute for it. Every product we ship is designed to support real people making real decisions.
What We’re Building
Two products in active development. Both built the same way — research-backed, human-centered from the start, designed to solve problems we've already confirmed exist.
PromptLens
Most people using AI aren't getting what they need — and the problem is the prompt. Nobody taught anyone how to do this. PromptLens diagnoses what's weak, gives you an improved version, and coaches you over time.
It also works at the team level. Managers get real visibility into how their team is using AI, where it's working, and where it's falling apart. Most companies have no data on that at all.
Hoshi
No single app does what you actually need when planning a trip. You end up stitching together a Notes doc, a spreadsheet, saved posts you'll lose later — and the second something changes, it all falls apart.
Hoshi keeps everything in one place and moves with you while you're there. You handle the decisions. The AI handles the logistics in real time.
