Labs

Experimental

Experiments in taste-driven AI

Live prototypes that explore how taste, language, and multimodal signals work together in real product flows—starting with discovery demos you can feel in minutes.

Spotlight

  • YOpen

    Yelp taste sandbox

    Rank and explain local spots using multimodal taste signals instead of star averages alone.

    Link coming soon

  • AOpen

    Airbnb listing lab

    Pair guests with listings from vibe, layout, and neighborhood feel—beyond filters and price.

    Link coming soon

  • COpen

    Curator stream

    Live-updating rails of venues that orbit a moving taste centroid as you browse.

    Link coming soon

  • MOpen

    Mood board → UI kit

    Turn reference collages into spacing, type ramps, and component tokens in one pass.

    Link coming soon

  • BOpen

    Brand stretch lab

    Stress-test palettes and surfaces while keeping a single aesthetic spine intact.

    Link coming soon

  • POpen

    Pairwise arena

    Collect structured preferences between assets to train rankers without survey fatigue.

    Link coming soon

  • SOpen

    Brief → scorecard

    Compile a taste brief into weighted dimensions teams can score against.

    Link coming soon

  • EOpen

    Embedding atlas

    Explore clusters of listings and imagery with guardrails for drift and outliers.

    Link coming soon

  • LOpen

    Label copilot

    Suggest tags and rationales for human review using taste-consistent language.

    Link coming soon

DiscoveryDesignDecisionsData

Discovery

Exploratory AI with embedded taste understanding — embed your data within our graph and surface the most relevant results.

  • YOpen

    Yelp taste sandbox

    Rank and explain local spots using multimodal taste signals instead of star averages alone.

    Link coming soon

  • AOpen

    Airbnb listing lab

    Pair guests with listings from vibe, layout, and neighborhood feel—beyond filters and price.

    Link coming soon

  • COpen

    Curator stream

    Live-updating rails of venues that orbit a moving taste centroid as you browse.

    Link coming soon

Design

Inject taste understanding into any AI-driven creative workflow — so agents actually create the way you want.

  • MOpen

    Mood board → UI kit

    Turn reference collages into spacing, type ramps, and component tokens in one pass.

    Link coming soon

  • BOpen

    Brand stretch lab

    Stress-test palettes and surfaces while keeping a single aesthetic spine intact.

    Link coming soon

Decisions

Reason over personalized context to direct actions and outputs — agents now work the way you do.

  • POpen

    Pairwise arena

    Collect structured preferences between assets to train rankers without survey fatigue.

    Link coming soon

  • SOpen

    Brief → scorecard

    Compile a taste brief into weighted dimensions teams can score against.

    Link coming soon

Data

Enrich content-focused data sources with audience context.

  • EOpen

    Embedding atlas

    Explore clusters of listings and imagery with guardrails for drift and outliers.

    Link coming soon

  • LOpen

    Label copilot

    Suggest tags and rationales for human review using taste-consistent language.

    Link coming soon

Galya Labs — internal experiments. Interfaces and routes ship on their own cadence.