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AI infrastructure

Squid

We believe the electricity grid is the most important machine on Earth. If we want electrification to move fast, the teams planning and operating networks need software that is as modern as the challenge. Our thesis is simple. Better decisions come from one unified, trusted network model. When everyone works from the same model, planning becomes consistent, assumptions are visible, and progress stops getting lost in spreadsheets and static reports. Squid is AI powered grid planning in your brows

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 #5880

We believe the electricity grid is the most important machine on Earth. If we want electrification to move fast, the teams planning and operating networks need software that is as modern as the challenge. Our thesis is simple. Better decisions come from one unified, trusted network model. When everyone works from the same model, planning becomes consistent, assumptions are visible, and progress stops getting lost in spreadsheets and static reports. Squid is AI powered grid planning in your brows

source
generated read
High Signal interpretation

Squid 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
trusted network modelsoftware
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 Squid

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.

Gridware

match 65

Gridware exists to enhance and protect the mother of all networks: the electrical grid. The grid touches everyone and makes our modern economy possible. But it’s also fragile. When the grid is compromised, everything grinds to a halt, and the consequences can be dire: wildfires burn, land is destroyed, property is damaged, progress stops, and lives are lost. Our team builds smart sensors that help utility companies to immediately detect, find, and fix outages and take steps to prevent new outage

shared product terms: network, grid, everyone, modern; shared affiliation: Y Combinator

Wefunder

match 49

We help everyone invest in startups that they care about. We believe that when all Americans can invest in innovation, the world will be a better place. And soon, our dream will become a reality. Thanks to the JOBS Act, everyone — not just the wealthy — can invest as little as $100 in the startups they care about. Not only does this open up the pool of investors, and increase the amount of great ideas that get funded, but it allows startups to grow an army of passionate investors who truly want

shared product terms: believe, want, better, when; shared affiliation: Y Combinator

NeoWize

match 46

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 concept terms: network; shared product terms: machine, most, network, better; same category: AI infrastructure; shared affiliation: Y Combinator

Women.com

match 44

We aim to support and promote women who are creating wonderful and beautiful things. We hope to offer a trusted destination that will give you a moment's rest and a bit of laughter in our constantly on-the-go, work-driven world. Our dream is that every time you want to smile and add a little bit of delight to your day, you come to women.com. And when that smile carries over into the rest of your life and world, you share how good you feel with everyone around you. Pass it on. Our current website

shared product terms: want, come, trust, when; same category: AI infrastructure; shared affiliation: Y Combinator

Bitstack

match 41

Bitstack is building a new neobank powered by crypto. Bitstack has gone from a simple product that turns your spare change into bitcoin to a bitcoin-native neobank that is bringing a better way to manage all things money, with better money. We believe getting started with Bitcoin should be simple, fun and accessible to everyone. Bitcoin is an unparalleled financial alternative: a radically new way to transact and store value all around the world. It is a new kind of currency that isn't centrally

shared product terms: simple, better, believe, gett; shared affiliation: Y Combinator

Nitrode

match 38

Nitrode is a research company focused on improving game development with AI. To advance game development, we believe AI models firstly need to be judged against robust evaluation frameworks that reflect the actual complexity of the field.

shared extracted concept terms: model; shared product terms: believe, model, need; same category: AI infrastructure; shared affiliation: Y Combinator