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Distributional

Distributional | Understand your AI products

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Overview

Distributional is an analytics platform for production AI products, it helps you discover and track hidden behavioral signals in your production AI logs

Focus Area

Enterprise AI Model Testing, Validation & Reliability Platform

Core Features & Capabilities

•Automated AI Model Testing: Tests generative AI models and LLM pipelines for safety, robustness, and drift.
•Distributional Shift Detection: Identifies subtle data drift and model performance degradation before deployment.
•Automated Model Risk Benchmarking: Generates comprehensive compliance audit reports for enterprise AI deployments.

Best For

•Generating presentation slides from prompts or docs
DesignersHR ProfessionalsProduct Managers

Integrations

Make

Architecture & Security

•Enterprise MLOps Testing Engine: Cloud platform integrating with MLOps pipelines; SOC 2 Type II certified.

Pricing Details

•Enterprise Custom: Tiered annual subscription calibrated per enterprise AI model fleet and test execution scale.

Quick Info

PricingOne-Time
ComplexityAdvanced
DeploymentSelf-hosted
Time to ValueTechnical setup required
API AvailableYes
Free TrialNo
Open SourceNo