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AI agents

Astor

Astor is an AI investment advisor for retail investors. Founded by Bruno Koba (Nubank, monashees) and Daniel Tulha (Stripe, Robinhood), Astor gives every active investor an AI investment advisor working around the clock to surface their next great investment. We’re backed by YC (S25). Retail investors now account for 25% of all U.S. trading volume, nearly double from 2012. But over 56% still say they don’t feel confident in their investment decisions. Astor fixes that. Our AI agents uncover oppo

sources
1
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #3059

Astor is an AI investment advisor for retail investors. Founded by Bruno Koba (Nubank, monashees) and Daniel Tulha (Stripe, Robinhood), Astor gives every active investor an AI investment advisor working around the clock to surface their next great investment. We’re backed by YC (S25). Retail investors now account for 25% of all U.S. trading volume, nearly double from 2012. But over 56% still say they don’t feel confident in their investment decisions. Astor fixes that. Our AI agents uncover oppo

source
generated read
High Signal interpretation

Astor is classified as AI agents 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.

offline extraction
Product facets
retail investors
mapping method
Similarity graph

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.

discovery cluster

Companies similar to Astor

AI agents · 6 peers

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.

KelAI

match 67

Founded by former WorldQuant portfolio manager & head of event driven systematic strategies Jeremie Cohen, KelAI is building the autonomous alpha engine for hedge funds, traders and institutional investors. Investment teams now have more data, tools and compute than ever, but research still runs across siloed systems and inefficient workflows. KelAI turns that fragmented process into a compounding AI-native engine that continuously finds, tests and validates trading signals at a pace no human te

shared extracted concept terms: investor; shared product terms: investment, investor, found, now; shared affiliation: Y Combinator

Trinium Labs

match 50

AI-powered investment co-pilot + tools that simplify complex financial indicators, helping novice and professional investors make trading decisions more easily and uncovering opportunities that were previously obscured by complexity.

shared extracted concept terms: investor; shared product terms: investment, investor, trad, decision

Mahaana Wealth

match 41

Pakistan has 401K style schemes for retirement but only 0.02% people have retirement accounts. Previously unallowed, Digital onboarding & KYC was adopted by the regulator in late 2021. We are the first & only licensed digital investment advisor and looking to take advantage of this regulatory tailwind. We are now licensed to create our own retirement funds & ETFs just like Vanguard

shared product terms: but, account, investment, advisor; shared affiliation: Y Combinator

Couple

match 41

TenthBit Inc. was founded in 2012, in sunny California. The founders, having been disconnected from their significant others while being a part of the YC program, found that they were repurposing many other services to talk to their partners. After many frustrating skype calls, and international text messages, they decided to build Couple. The app now has over two million downloads on iOS and Android and has helped couples send over a billion messages to each other.

shared product terms: found, yc, now, 2012; shared affiliation: Y Combinator

Surmount

match 37

Portfolio automation for any investor, regardless of account size or experience, using machine learning AI, algorithmic strategies, and copy trading

shared extracted concept terms: investor; shared product terms: investor, account, trad; same category: AI agents

Stock Unlock

match 37

Stock Unlock is an investment education and analysis platform, built by retail investors, for retail investors. We make it easy for noobies to start their investment journey, and save time for the pros. We are building THE place for investors to learn, grow, and invest confidently.

shared extracted concepts: retail investors; shared product terms: investment, retail, investor; shared affiliation: Y Combinator