Lightly
When ML teams send their data to companies like Scale.ai for labeling, most can only afford to label 1% or less of their datasets. But today they don’t have a good way to pick which 1% to label. We help them pick the best 1% of their data to label. By labeling the most representative data, they significantly improve model accuracy at the same cost.
Y Combinator
yc-company-directory #1841When ML teams send their data to companies like Scale.ai for labeling, most can only afford to label 1% or less of their datasets. But today they don’t have a good way to pick which 1% to label. We help them pick the best 1% of their data to label. By labeling the most representative data, they significantly improve model accuracy at the same cost.
sourceLightly is classified as AI infrastructure from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.
Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.
Companies similar to Lightly
A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.
Minro
match 49Minro helps companies stay close to their users as they scale. Today, most startups have thousands of product events flowing through tools like PostHog, but still have no real understanding of who their users actually are, which users are quietly about to churn, or what outreach actually brings them back. Founders care deeply about their users, but staying close to them becomes operationally impossible very quickly. Minro plugs directly into a company’s analytics stack and turns product activity
shared product terms: companie, like, scale, most; shared affiliation: Y Combinator
Tandem
match 44The pandemic reduced office use nationwide by 50%, and tenants have been left to deal with highly inflexible, long term lease agreements that don’t fit today’s office use patterns. The traditional brokerage model works great for big spaces and long terms. But when you want to talk smaller units, short term lengths, shared and common areas, you’re out of luck. Tandem is an AI-native office leasing platform. We’re using technology to unlock an easier leasing process. Our AI co-pilot provides a whi
shared product terms: when, but, today, don; same category: AI infrastructure; shared affiliation: Y Combinator
Orbiter
match 44Orbiter’s ML models monitor business metrics automatically and send alerts when those metrics experience abnormal drops or spikes. Any company can onboard in less than five minutes with just their database credentials - no engineering required.
shared product terms: when, ml, send, less; same category: AI infrastructure; shared affiliation: Y Combinator
Standout
match 41Standout gives every talent and company an autonomous agent that represents them, assess the other side, and makes intros when it matters. Why it matters? Because this is hiring today: - Talent use AI to apply to 100s of jobs - this is spam. - Founders/Recruiting send 100s of AI-generated messages to hire the same talent - this is spam. This has to stop. Talent stays fully anonymous until they accept an intro. The best way for passively exploring the market and not missing a life changing opport
shared product terms: when, send, today, best; shared affiliation: Y Combinator
Monte Caldera Technologies
match 35Monte Caldera uses NESCGLE physics to model amorphous materials with high accuracy and low cost, accelerating R&D by up to 80% without ML or big data.
shared product terms: model, accuracy, cost, ml; same category: AI infrastructure
modlee
match 35Generative AI to suggest the best models for any ML task, dataset and targets.
shared product terms: best, model, ml, dataset; same category: AI infrastructure