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AI infrastructure

Silurian

Silurian is building foundation models for simulating Earth, starting with weather. From assessing the risk of wildfires to predicting the energy grid load, we provide an infrastructure layer for our planet. Our frontier models push the boundaries of what can be simulated on Earth and improve decision making across vital sectors including energy, insurance, agriculture, and logistics.

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 #2850

Silurian is building foundation models for simulating Earth, starting with weather. From assessing the risk of wildfires to predicting the energy grid load, we provide an infrastructure layer for our planet. Our frontier models push the boundaries of what can be simulated on Earth and improve decision making across vital sectors including energy, insurance, agriculture, and logistics.

source
generated read
High Signal interpretation

Silurian 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
energylogisticsinsuranceagriculturefrontier models
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 Silurian

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.

TENDERD

match 70

TENDERD is an AI and IoT platform that helps companies manage and optimize their physical operations. By connecting and analyzing data from fleets, equipment, and worksites in real time, TENDERD enables organizations to improve safety, productivity, and sustainability while reducing fuel use, emissions, and downtime. Trusted by leading energy, logistics, and infrastructure companies, TENDERD turns operational data into actionable intelligence for smarter, more efficient field operations.

shared extracted concepts: energy, logistics; shared product terms: energy, infrastructure, improve, logistic; shared product theme: developer infrastructure, climate and energy; same category: AI infrastructure; shared affiliation: Y Combinator

Haladir

match 56

Haladir is the decisional AI layer for logistics. We sit on top of your WMS, TMS, OMS, etc., unify their data into one operational graph, and embed solver-grade optimization, ML models, and process intelligence into the decisions that power supply chains. Today's AI brought intelligence. The next frontier is judgement.

shared extracted concepts: logistics; shared product terms: layer, logistic, model, decision; same category: AI infrastructure; shared affiliation: Y Combinator

InterGen Data

match 54

InterGen Data predicts 95 critical life events before they occur--divorces, illnesses, career shifts, wealth transfers. We integrate with financial services, insurance, and healthcare systems, enabling proactive action: advisors reach out before the divorce, underwriters adjust coverage before the diagnosis, compliance spots risks before they materialize. We don't analyze what happened--we tell you what's coming next.

shared extracted concepts: insurance; shared product terms: predict, insurance, risk, what; shared product theme: finance and payments, security and compliance

Gaiascope

match 53

Software that simplifies electric grid forecasting and operations. Clients--hard assets like wind, solar and energy storage--get timely, unbiased information to improve revenues, reduce risk, and maximize the profitability of every megawatt. Gaiascope also manages a quant fund trading electricity; with this fund, the company builds additional credibility with clients and accelerates the continuous improvement of its software.

shared extracted concept terms: energy; shared product terms: grid, energy, improve, risk; shared product theme: security and compliance, climate and energy; shared affiliation: Y Combinator

Plume

match 48

Plume is an AI-powered geospatial platform for site selection in energy infrastructure projects. Selecting the right sites requires analysis of +50 geospatial, grid, and regulatory constraints across fragmented data sources. Plume changes the process by enabling users to interact with geospatial data using natural language.

shared extracted concept terms: energy; shared product terms: energy, infrastructure, grid; shared product theme: developer infrastructure, climate and energy; same category: AI infrastructure; shared affiliation: Y Combinator

Clupp

match 48

At Clupp, we offer innovative insurance solutions for underserved markets. Whether it's B2C coverage for bicycle and scooter riders in Latin America, B2B SaaS solutions empowering insurance brokers worldwide, or creating new insurance products to guarantee financing for startups in the United States—we're pushing the boundaries of what's possible in the insurance industry.

shared extracted concept terms: insurance; shared product terms: insurance, push, boundarie, what; shared product theme: finance and payments; shared affiliation: Y Combinator