Ashr
Agents that turn a company's traces, documents and logs into a training set, post-train open-weight models, grade each candidate in the customer's own environment and serve it through a downloadable set of weights or an OpenAI- and Anthropic-compatible endpoint, plus an evals platform and Python and TypeScript SDK for testing AI agents; engineers deploy alongside the agents and no prices are published.
What it does
- Model training
- Evaluation and observability
Features 4
- Data curationTurns traces, documents and logs into a clean training set.
- TrainingFine-tuning to reinforcement learning, within a spend cap.
- Evaluation in the customer's environmentEvery candidate model is graded in the customer's own environment.
- ServingDownload the weights or use an OpenAI- and Anthropic-compatible endpoint.
Sources
- Pricing
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No pricing page is published (the /pricing path returns 404); the home page offers Book a demo.
- Description
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Official documentation · 20 Oct 2026
Home page: "Agents that build your custom intelligence layer. They curate your data, post-train open-weight models, evaluate and serve them. You own the weights."
- What it does
-
Official documentation · 20 Oct 2026
Home page: "Agents that build your custom intelligence layer. They curate your data, post-train open-weight models, evaluate and serve them. You own the weights."
- Constraints
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Official documentation · 20 Oct 2026
Derived from the security facts on this page, from the same source.
- Security
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Official documentation · 20 Oct 2026
Privacy policy definitions list "All User Data Follows Limited Use restrictions (Never used to train AI models)".
- Sold within
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Sold by demo request with forward-deployed engineers; no plans or prices are published.
- Name
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Official documentation · 20 Oct 2026
Name as published on the product page.
- URL
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Official documentation · 20 Oct 2026
Product page, read 2026-10-20.
- Deployment
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Official documentation · 20 Oct 2026
The pages read state no deployment model beyond the vendor-run service; saas is recorded as the vendor-operated reading.
- Interfaces
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Official documentation · 20 Oct 2026
Home page: "Python & TypeScript SDK reference, quickstarts, and examples." and "OpenAI- and Anthropic-compatible endpoint"; a Login link is shown.
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