Seldon provides oversight and governance for machine learning (ML) deployments through its Seldon Enterprise Platform and Seldon Core, which are built atop leading open-source tools including Seldon Core and Alibi. The platform enables reproducible deployments and rollbacks with GitOps, release models with confidence via canaries and shadows, and inspect model predictions using Alibi explainers. Seldon Core is a cloud-agnostic, open-source platform for deploying machine learning models, allowing deployment in the cloud or on-premise and unifying heterogeneous ML toolkits under one serving layer. Alibi is an open-source Python toolkit for understanding models, offering drift and outlier detection, as well as model inspection and interpretation.

Alex Housley

Seldon

FedML provides solutions for federated learning, focusing on scalability and cost-effectiveness.

FedML

Intelliverse AI focuses on developing scalable artificial intelligence solutions and operates a collaborative research hub and innovation ecosystem.

Intelliverse AI

Petuum focuses on open-sourcing language models to enhance transparency and facilitate collaborative research.

Metric
Company Name	Seldon	FedML	Intelliverse AI	Petuum
Symbol
MSH ID	IO:SELDON	AI:FEDML	COM:INTELLIVERSEAI	COM:PETUUM
Market	PRIVATE	PRIVATE	PRIVATE	PRIVATE
Sector	Technology	Technology	Technology	Technology
Industry	Technology	Artificial Intelligence	Artificial Intelligence	Artificial Intelligence
Country		US	US	US
Stage	Series B	Seed		Series B
Employee Count	51			37
Website	seldon.io	fedml.ai	intelliverseai.com	petuum.com
LinkedIn
Founders

Metric
Market Cap
Enterprise Value
Monthly Web Traffic	22.69K	864	1.69K
Web Traffic Growth	-0.35	-0.62	2.28
Valuation
Raised Capital	20M	11.50M	93M

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SELD

IO:SELDON

Seldon

Company Overview

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