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AI agents

Surmount

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

sources
1
Evidence entries preserved.
affiliations
1
Techstars
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

Techstars

techstars-portfolio #3297

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

source
generated read
High Signal interpretation

Surmount 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
machine learning AIalgorithmic strategiesinvestorcopy tradingPortfolio automationPortfolio automation
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 Surmount

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.

Cashpool

match 55

Cashpool is a social trading app that decentralizes the hedge fund sector by combining copy trading and community in the stock market and crypto to recreate the experience for retail investors.

shared extracted concepts: copy trading; shared product terms: trad, copy, experience, investor; shared affiliation: Techstars

Peccala

match 54

Peccala is a crypto asset manager offering AI-powered trading strategies to everyday investors.

shared extracted concept terms: investor, trad, strategie; shared product terms: trad, strategie, investor

Auquan

match 37

Auquan is a platform to crowd-source data-driven trading strategies from a community of data scientists

shared extracted concept terms: trad, strategie; shared product terms: trad, strategie; shared affiliation: Techstars

Astor

match 37

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

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

Gilded

match 35

Crypto Payments and Accounting Automation

shared extracted concept terms: automation; shared product terms: account, automation; shared product theme: workflow automation; same category: AI agents; shared affiliation: Techstars

7 Chord

match 27

Machine Learning for credit trading

shared extracted concept terms: machine; shared product terms: machine, trad; shared affiliation: Techstars