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AI infrastructure

Encord

Encord is the data layer for physical AI. We're how the world's most ambitious AI teams turn messy, multimodal data into production systems - from humanoid robots to autonomous vehicles to smart infrastructure. 300+ teams including Toyota, Skydio, and Maxar rely on Encord to curate, manage, and align the data their models actually need. $110M raised. San Francisco, New York, and London.

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 #4606

Encord is the data layer for physical AI. We're how the world's most ambitious AI teams turn messy, multimodal data into production systems - from humanoid robots to autonomous vehicles to smart infrastructure. 300+ teams including Toyota, Skydio, and Maxar rely on Encord to curate, manage, and align the data their models actually need. $110M raised. San Francisco, New York, and London.

source
generated read
High Signal interpretation

Encord 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
physical AIautonomous vehiclessmart infrastructurehumanoid robotsdata layerproduction systemsEncord
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 Encord

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.

Ressl AI

match 66

Ressl AI helps teams bridge the gap from prototype to production by providing the platform needed to train, benchmark, and deploy autonomous agents that actually work in real-world business systems.

shared extracted concept terms: autonomou, system; shared product terms: production, system, autonomou, actually; shared product theme: developer infrastructure; shared affiliation: Y Combinator

Canvas

match 60

Canvas builds the continual-improvement layer for AI in production. Post-training, evals, infrastructure, and observability for agents that compound as a flywheel.

shared extracted concept terms: production, infrastructure, layer; shared product terms: layer, production, infrastructure; shared product theme: developer infrastructure; shared affiliation: Y Combinator

Brumby (Formerly GrazeMate)

match 58

Brumby builds autonomous drones that herd cattle. On command, our drones fly to a paddock, position themselves around the mob, and move them where they need to go. What used to take a full day of helicopters, motorbikes, and horses now runs on a schedule. We work with some of the largest cattle ranches in the world. While the drones are herding, they're also estimating animal weights, measuring grass biomass, monitoring water levels, and flagging sick animals. We're building physical AI that let

shared extracted concepts: physical ai; shared product terms: autonomou, need, re, physical; same category: AI infrastructure; shared affiliation: Y Combinator

Andromeda Surgical

match 56

We're building autonomous robots to make surgery safe, easier and more efficient. Robots currently perform about 1/4 of surgeries but only help with the physical aspects. We use AI to make surgery cognitively easier. This has far greater potential to improve outcomes and reduce costs. Founded by 3x founders from medtech and autonomous vehicles, we're on track to be the fastest surgical robot to market of all time. First indication is prostate enucleation.

shared extracted concepts: autonomous vehicles; shared product terms: re, autonomou, robot, physical; same category: AI infrastructure; shared affiliation: Y Combinator

6thSense

match 32

A nervous system for physical AI

shared extracted concepts: physical ai; shared product terms: system, physical; same category: AI infrastructure; shared affiliation: Y Combinator

Skydio

match 8

Other company.

shared product terms: skydio