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AI agents

Cohesion

Cohesion is building AI agents for hedge funds. Our agents track earnings and non-traditional datasets like podcasts and X/twitter. Analysts spend hours a week manually tracking these data sources and still miss relevant investing signals. Now, our agents do it for them autonomously.

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 #394

Cohesion is building AI agents for hedge funds. Our agents track earnings and non-traditional datasets like podcasts and X/twitter. Analysts spend hours a week manually tracking these data sources and still miss relevant investing signals. Now, our agents do it for them autonomously.

source
generated read
High Signal interpretation

Cohesion 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
hedge fundsAI agents
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 Cohesion

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.

OpenTrade

match 56

OpenTrade helps everyday investors trade at a hedge-fund level. We're experimenting with a new UX on investing: every morning, you swipe on 10 theses brought to you by proactive agents

shared extracted concept terms: hedge, fund; shared product terms: hedge, fund, these, invest; same category: AI agents; shared affiliation: Y Combinator

Laurence

match 45

Advertising today is like trading in the 1980s pits: archaic, manual, and iterative guesswork. Humans update bids and keywords with noisy, delayed data using simple if-else rules that both break at scale and ignore stochasticity. Laurence advertises like modern hedge funds trade markets, driving a 15-40% improvement in net profit for Amazon brands within a month of onboarding.

shared extracted concept terms: hedge, fund; shared product terms: hedge, fund, like; shared affiliation: Y Combinator

Roark

match 44

Roark helps teams test, monitor, and improve their voice agents. Voice AI is exploding, but reliability is still the #1 challenge. Teams spend hours manually testing agents and still miss failures. In the last 6 months, Roark has processed over 10M minutes of calls, powering monitoring and simulation for teams across the Voice AI ecosystem (including YC companies). We close that gap by combining: 📊 Monitoring & Evaluation - 40+ built-in metrics (latency, instruction-follow, sentiment, etc.), cu

shared product terms: spend, hour, manually, still; same category: AI agents; shared affiliation: Y Combinator

Trata

match 40

Trata is an AI-powered research desk for hedge funds. We use agents to interview hedge fund analysts, write investment research, and distribute this through a subscription.

shared extracted concepts: hedge funds; shared product terms: hedge, fund, analyst; same category: AI agents; shared affiliation: Y Combinator

Repool

match 37

Repool makes it easy to launch and operate private funds, like Carta or Juniper for hedge funds. We build modern back office software and services to modernize and simplify launch, fund administration, and LP onboarding.

shared extracted concepts: hedge funds; shared product terms: hedge, fund, like; shared affiliation: Y Combinator

Twitter

match 8

Other company.

shared product terms: twitter