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AI infrastructure

Evidently AI

We are building an open-source standard to monitor ML models in production. The tool is used by enterprise data science teams to operate their models reliably and detect and resolve issues.

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 #1938

We are building an open-source standard to monitor ML models in production. The tool is used by enterprise data science teams to operate their models reliably and detect and resolve issues.

source
generated read
High Signal interpretation

Evidently AI 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
toolML modelsenterprise data science teamsAIopen-source standardmodels
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 Evidently AI

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.

Chamber

match 49

Chamber puts your AI infrastructure on autopilot, and saves your machine learning engineers hours of manual effort. Our agents continually monitor, detects failures, provide root-cause analysis, resolve issues, and optimize AI workloads and scale across clouds. It operates like an autonomous infrastructure team, helping save your research and engineers hours each day, and debugging workload performance issues. Your ML teams move faster, infra waste drops, and GPU bottlenecks disappear.

shared product terms: monitor, detect, resolve, issue; shared affiliation: Y Combinator

Upwave

match 48

Upwave is the #1 marketing analytics platform for the world's biggest brand marketers. Upwave's software shows marketers the impact and effectiveness of their brand investments. We use data science and machine learning to answer an age-old question: does brand advertising work? Upwave's enterprise platform is used by the blue-chip marketers like Unilever, Clorox, Verizon, American Express, T-Mobile, Corona, State Farm, Uber, and dozens more. Upwave was launched in Y Combinator and is a fast-grow

shared extracted concept terms: enterprise, science; shared product terms: used, enterprise, science; same category: AI infrastructure; shared affiliation: Y Combinator

Preloop

match 48

Only 2 out of 10 ML models make it from experiment to production. Preloop helps automate the process of deployment, helping companies realize more value from their machine learning teams, while focusing teams' attention on science instead of engineering.

shared extracted concepts: ml models; shared product terms: ml, model, production, science; same category: AI infrastructure; shared affiliation: Y Combinator

WattsUp

match 47

We leverage proprietary ML and AI models to detect EV charger anomalies prior to fault-induced downtime.

shared extracted concept terms: ml, model; shared product terms: ml, model, detect; same category: AI infrastructure

mlop

match 45

A fully open-source, performant and actionable ML model training platform

shared extracted concept terms: ml, model; shared product terms: ml, model; shared product theme: open source and local first; same category: AI infrastructure; shared affiliation: Y Combinator

Etiq AI

match 45

ETIQ helps companies to test and monitor their predictive models by identifying issues, bias and preventing accuracy loss in both building & production stages.

shared extracted concept terms: model; shared product terms: monitor, model, issue, production; same category: AI infrastructure