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Ashr

Enterprise post-training, monitoring, and continual learning platform

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About

Ashr Manifold is a self-contained model training, hosting, observability, and continual learning platform for purpose-built open-weight models. Startups can use Manifold to post-train and manage fleets of continuously improving open-weight models without having a dedicated research team or infrastructure. Ultimately, this reduces operating costs and allows a greater degree of control over proprietary company knowledge. Enterprises can use Manifold to encode institutional judgements and priorities into open-weight models, reduce token costs, and manage every level of the AI life cycle, from data curation, to model serving on weights and infrastructure they own.

Deep LearningGenerative AIReinforcement LearningData EngineeringAI
Facts
Website
ashr.io
City
San Francisco
Country
United States
YC batch
Winter 2026
Team
2 people
Stage
Early stage
AI-native
Yes

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