Ashr
About
Ashr builds Manifold, an enterprise post-training and continual-learning platform for open-weight models. It captures production interactions and expert corrections, freezes them into versioned datasets, fine-tunes candidate models, benchmarks them on task-specific holdouts, promotes successful versions, and feeds new production traffic back into the next training cycle. Ashr also operates an agent-evaluation SDK that generates realistic user journeys and grades tool-using agents against custom criteria.
What They Offer
Commercial or operational services this company provides.
Products & Public Artifacts
Python and TypeScript SDK for running graded agent evaluations, production tracing, and realistic user-journey tests against tool-using agents.
Visit artifact →Platform for capturing production model interactions, creating versioned datasets, fine-tuning, evaluation, promotion, serving, and continual learning.
Visit artifact →Technical Capabilities
Only publicly documented capabilities are shown. Absence does not imply the capability is unavailable.