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AI infrastructure

Vathys

Previously: Building machine learning hardware 10X faster than ASICs. After Pivot: Accelerating deep learning through software YC Winter 2018.

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 #3972

Previously: Building machine learning hardware 10X faster than ASICs. After Pivot: Accelerating deep learning through software YC Winter 2018.

source
generated read
High Signal interpretation

Vathys 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.

offline extraction
Product facets
deep learningsoftwaremachine learning hardwareASICsVathys
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 Vathys

AI infrastructure · 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.

NeoWize

match 42

NeoWize changes the way we look at machine learning and deep learning. Current deep learning algorithms focus on making the most out of the data available. NeoWize utilizes neural networks and adaptive input to create more data and better data, thus increasing our predictive power with small data-sets. We use this technology to help e-commerce sites learn what each individual buyer is looking for and create a better user experience from the first visit.

shared extracted concepts: deep learning; shared product terms: machine, deep; same category: AI infrastructure; shared affiliation: Y Combinator

Out of the Box Education

match 39

A complete learning solution for early learners, comprising software (learning platform with machine learning) and hardware (mobile classroom-in-a-box).

shared extracted concept terms: hardware, machine; shared product terms: machine, hardware; same category: AI infrastructure

Filament

match 36

A complete hardware + software ecosystem for building the the machine economy.

shared extracted concept terms: machine, hardware; shared product terms: hardware, machine

Glint Solar

match 29

Accelerating solar energy site origination with satellite data and machine learning

shared extracted concept terms: machine; shared product terms: accelerat, machine; same category: AI infrastructure

GreaseBoss

match 27

Our hardware and software product verifies industrial machines are greased correctly. Incorrect greasing is the number one cause for machinery failure and costs $21bn per annum.

shared extracted concept terms: machine; shared product terms: hardware, machine; shared affiliation: Y Combinator

Invision AI

match 23

Algocian is an edge computing platform that uses deep learning to make every camera smart.

shared extracted concepts: deep learning; shared product terms: deep; same category: AI infrastructure