Valyr

Valyr is a trust-and-safety layer for AI apps that monitors prompts and outputs, detects risks, and applies guardrails in production.

Summary

Valyr allows you to monitor prompts and outputs, detect risks, and enforce policies so AI apps stay safe and compliant in production.

Valyr Review

Valyr is a synthetic data and data anonymization platform that produces privacy-safe datasets for analytics and model training. It learns distributions, correlations, and rare events from source tables, then generates realistic substitutes with constraints and differential privacy options. Utility reports validate downstream performance, and governance logs track lineage and policies. Connectors feed warehouses and notebooks, and scenario generation covers edge cases for testing. Typical workflows include vendor data sharing, augmenting imbalanced datasets, and developing in regulated environments. The value is useful data without exposing sensitive records.

Things to Know About Valyr

Valyr drawbacks: Capabilities depend on specific connectors and model choices; niche stacks may need custom integration. Explainability, audit trails, and policy controls can be light for regulated teams. Costs rise with volume and advanced features. Vendor lock-in is a risk if orchestration and embeddings live in hosted services.

Top Features

Security and compliance platform for LLM apps
Red-teaming playbooks for jailbreaks, PII, and toxicity
Prompt/response scanning with policy rules and blocks
Evaluation suites for hallucination and grounding
Telemetry on costs, latency, and failure modes
Guardrails for input/output with templates
CI/CD hooks and staging gates for model changes
Dashboards, alerts, and audit logs for governance
SDK/APIs for inline enforcement
SSO/SCIM and role-based access for teams

Valyr Pricing

Valyr pricing: usage-based plans starting with a free tier for limited experiments, then paid tiers that raise monthly operations and rate limits, add collaboration, environments, and observability, and offer enterprise features such as SSO and private deployment; pricing primarily follows request volume, projects, and seats.

How to use Valyr

To use Valyr, connect your code repository and cloud, define policies for secrets, access, and compliance, and scan projects; review alerts with remediation steps, enforce PR checks, and export audit reports; schedule recurring scans and track posture improvements.

Alternatives & Competitors

To use Valyr, upload code snippets or projects for security review, choose the scan profile, and run analysis; inspect flagged findings with severity and remediation tips, create tasks for fixes, and re-scan; export reports for compliance tracking.