Consumer Research:Progressive Decentralization: A High-Level Framework
A strategic approach for gradually transitioning from centralized to decentralized systems.
Koodos Labs The team behind Shelf.
Building the world’s richest personal context model.
Controlled by the person it represents.
We’re hiring!
Benchmark
Shelf helps agents know you and act for you, on your terms.
With Shelf, agents make the right call 86% of the time. You choose the sources, shape what Shelf knows, and control what each agent can access.
Agent alone 48%
+ Agent memory 58%
+ Your Shelf 86%
Thousands of community-built apps and agents
Powered by 41,312,012,939 data events under individual control.
Taste Compatibility Check Personal Release Radar Weekly Life Recap Monthly Taste Changes Local Gig Scout Your Daily Podcast Date Night Booker Friday Film Picks for Two Your Week in Memes Your Year in Everything You Loved
Taste Compatibility Check Date Night Booker Personal Release Radar Your Week in Memes Monthly Taste Changes Weekly Life Recap Your Daily Podcast Your Year in Everything You Loved Friday Film Picks for Two Local Gig Scout
Publications
19Applied AI Research
Making AI know you and act for you while preserving privacy and agency. Building systems that improve through use while remaining legible and user-governed.
Consumer Research
Studying culture through aggregated patterns in what people consume and do. Predicting how taste travels, communities form and emerging behaviors become mainstream.
Applied AI Research:Personal Context Infrastructure
The most important evolution in personal technology since social media.
Applied AI Research:Context Is All You Need
AI systems that understand you deeply enough to anticipate needs and take autonomous action will…
Consumer Research:The Next Phase Of Data Economy
Our pre-publication paper is out – and already one of the top 10 pieces on SSRN!
Applied AI Research:Agents That Know You And Anticipate Behavior
AI systems that understand you deeply enough to anticipate needs and take autonomous action will…
Backed by the world’s best investors
Brian Chesky
Founder of Airbnb
Evan Spiegel
Founder of Snapchat
Travis Kalanick
Founder of Uber
Jack Dorsey
Founder of Twitter
Joel Flory
Founder of VSCO
Koodos is the company we keep
Based in NYC, our team has pioneered world models and simulations, built category-defining consumer companies, published leading research, and grown household-name brands.
Join the team