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Akhara is an Environment-as-a-Service (EaaS) platform. You point an agent at a hosted environment, run scored tasks, and get deterministic rewards plus full trajectories, without hosting emulators, backends, or verifiers yourself. Each environment is a self-contained app + backend + task bank + scoring stack. Today that includes mobile shopping and pharmacy retail clones; the same platform serves every env_id. Looking for runtime policy enforcement instead? See the Control plane product.

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What you get

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Environments

Select an environment with env_id on every evaluation: Scoring is deterministic over session and device state, no LLM judge, no OCR matching on assistant prose.

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Platform features

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Two ways to call an environment

Managed evaluations

Point the platform at your agent endpoint. It runs tasks, drives the device, scores, and returns rewards.

Direct env loop

Call POST /v1/env/reset and POST /v1/env/step yourself, full control over the episode loop (private network).

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Start here

1

Quickstart

Run your first evaluation against a hosted environment.
2

Understand scoring

Read task definitions and verifiers.
3

Pull results

Learn how to retrieve scores, trajectories, and stats.
Prefer reading a finished rollout first? Open Sample trajectories: includes a successful 12-step checkout (vu.checkout.t098).