Test Agents Before You Deploy

Validate performance, cost, and behavior across models, prompts, and workflows in a production-mirrored environment, before agents impact real business operations.

Airia prototyping studio interface

Used by leading security and AI transformation teams

  • KOA
  • Northwestern
  • ArcelorMittal
  • BuzzFeed
  • Learning Care Group
  • Mars

Put Your Agents To The Test

Before agents ever touch production systems, validate how they perform across models, prompts, parameters, and edge cases in a controlled environment designed to mirror production.

Iterate Without Risk

Test and refine agent logic, prompts, tools, and workflows in isolation.

Compare Variations With Data

Run agent configurations side-by-side. Evaluate model choices, prompt structures, and workflow logic.

Understand Cost Before It Scales

Preview projected token usage, model spend, and infrastructure impact before rollout.

Select the Right Model for Every Task

Compare how different models perform on the same task to understand tradeoffs in accuracy, latency, and cost.

Model comparison interface

Fine-Tune Prompts with Better Results

Refine instructions, structure, and parameters to improve accuracy, consistency, and output quality.

Prompt iteration workspace

Validate Within Enterprise Guardrails

Test agents inside a controlled environment that enforces access policies and governance standards.

Enterprise guardrails enforcement
Airia makes it easy for our go-to-market teams to experiment with building agents for their needs, which means they don't need to lean on us for deployment. Airia's security capabilities give me the confidence to let them use AI safely.
Joel NeebChief Transformation and Business Operations Officer · 8x8
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From prototype to production, safely.

Demo the studio