ClinicalEval Studio
Platform FeaturesHow It WorksIndustry VerticalsCommon Questions
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Powering Sarvada.ai

Domain-Expert AI Evaluation

Manage scenarios across multiple verticals, assign evaluators, capture rubric-based scores, and produce RLHF-ready training data at scale. Built for healthcare, insurance, legal, and finance domains where expert evaluation quality matters.

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Comprehensive
Platform Overview.

Everything you need to manage domain-expert evaluations at scale.

Multi-Vertical Support

Healthcare, Insurance, Legal, Finance — one platform, many domains.

Scenario Management

Manage customer profiles, conversation history, and AI responses to evaluate.

Blind Assessment

3+ evaluators per scenario with no visibility into each other's scores.

Senior Review

Disagreements are automatically flagged for senior expert confirmation.

Rubric-Based Scoring

Domain-specific rubrics with detailed scoring anchors (1-5 scale).

RLHF-Ready Output

Generate golden responses and failure analysis for model training.

Streamlined
Core Workflow.

From raw scenarios to high-quality RLHF training data in five steps.

Generate Scenarios

Create synthetic scenarios or upload real customer bot responses.

Assign Evaluators

Admin assigns 3+ domain experts per scenario in a blind setup.

Expert Evaluation

Experts score via rubric, write feedback, and provide golden responses.

Senior Review

Disagreements are flagged for senior expert review to ensure quality.

Export Data

Get RLHF-ready JSON with scores, golden responses, and metadata.

Supported
Verticals.

Specialized expert evaluation across key domains.

Healthcare

Psychiatrists, Physicians, Nurses
Rubric Focus
SafetyClinical AccuracyEmpathyBoundariesMedication Handling

Insurance

Underwriters, Claims Adjusters, Actuaries
Rubric Focus
AccuracyComplianceClarityCompletenessEscalation

Legal

Lawyers, Paralegals
Rubric Focus
AccuracyComplianceAppropriate CaveatsBoundaries

Finance

CAs, CFAs, Analysts
Rubric Focus
AccuracyComplianceClarityRisk Disclosure

Frequently Asked Questions

Yes. Sarvada is designed with enterprise-grade security standards. We use end-to-end encryption for all scenario data and evaluations and never train models on your data without explicit consent.
Absolutely. While we provide gold-standard domain-specific rubrics out of the box, admins can fully customize rubric dimensions, scoring criteria, and guidelines to match specific domain requirements.
We support any model accessible via API (OpenAI, Anthropic, open-source via Ollama/vLLM). The platform is model-agnostic, allowing you to benchmark completely different architectures side-by-side.
Admins can invite evaluators via email from the dashboard. Evaluators receive a secure link to create their account and are automatically assigned to the scenarios you select.

ClinicalEval Studio

Secure Clinical Evaluation Management System for domain-expert AI training.

Platform FeaturesHow It WorksIndustry VerticalsCommon Questions

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