The ops platform for
AI engineering teams

The ops platform for
AI engineering teams

Connect observability, evaluations, and testing into one continuous improvement loop for your AI products.

Connect observability, evaluations, and testing into one continuous improvement loop for your AI products.

Build. Test. Observe. Repeat.

Build. Test. Observe. Repeat.

The complete AI engineering workflow

The complete AI engineering workflow

Get the full picture of how your agent performs, then improve.

Iterate

From playground to production

AI agents and products are never done. Success starts by giving your team the ability to iterate quickly.

Test

Ship with confidence, not crossed fingers

Custom evaluations measure how your product behaves. Know the impact of every change before shipping to customers.

Observe

Know what's happening and fix bugs fast

The real world is full of surprises. Spot issues quickly and get insights on how to fix them.

Evals

Evaluate each change and log

Evaluations are the heart of AI quality. Run evals offline for testing, then score production logs monitoring and insights.

Everything you need to improve AI in production

See everything. Miss nothing.

  • Trace every completion, tool call, and agent step

  • Search and filter across millions of logs instantly

  • Auto-categorize traffic to understand usage patterns

  • Turn any production log into a test case with one click

  • Get AI insights that surface trends and spot issues

Everything you need to improve AI in production

See everything. Miss nothing.

  • Trace every completion, tool call, and agent step

  • Search and filter across millions of logs instantly

  • Auto-categorize traffic to understand usage patterns

  • Turn any production log into a test case with one click

  • Get AI insights that surface trends and spot issues

Everything you need to improve AI in production

See everything. Miss nothing.

  • Trace every completion, tool call, and agent step

  • Search and filter across millions of logs instantly

  • Auto-categorize traffic to understand usage patterns

  • Turn any production log into a test case with one click

  • Get AI insights that surface trends and spot issues

Trusted by leading AI teams

Trusted by leading AI teams

From startups to the Fortune 100.

From startups to the Fortune 100.

Duo's cross-functional playbook for AI evaluation

"The time we’re saving right now from using Freeplay is invaluable. It’s the first time in a long time we’ve released an LLM feature a month ahead of time."
Luis Morales
VP of Engineering at Help Scout,
"Freeplay transformed what used to feel like black-box ‘vibe-prompting’ into a disciplined, testable workflow for our AI team. Today we ship and iterate on AI features with real confidence about how any change will impact hundreds of thousands of customers."
Ian Chan
VP of Engineering at Postscript,

How Chime scales AI quality across teams

Duo's cross-functional playbook for AI evaluation

"Freeplay transformed what used to feel like black-box ‘vibe-prompting’ into a disciplined, testable workflow for our AI team. Today we ship and iterate on AI features with real confidence about how any change will impact hundreds of thousands of customers."
Ian Chan
VP of Engineering at Postscript,
"The time we’re saving right now from using Freeplay is invaluable. It’s the first time in a long time we’ve released an LLM feature a month ahead of time."
Luis Morales
VP of Engineering at Help Scout,

How Chime scales AI quality across teams

Duo's cross-functional playbook for AI evaluation

"Freeplay transformed what used to feel like black-box ‘vibe-prompting’ into a disciplined, testable workflow for our AI team. Today we ship and iterate on AI features with real confidence about how any change will impact hundreds of thousands of customers."
Ian Chan
VP of Engineering at Postscript,
"The time we’re saving right now from using Freeplay is invaluable. It’s the first time in a long time we’ve released an LLM feature a month ahead of time."
Luis Morales
VP of Engineering at Help Scout,

How Chime scales AI quality across teams

Why teams choose Freeplay

Every part of the system connects

Production logs become test cases. Evaluation scores feed into new experiments. Every feature was built to strengthen your data flywheel.

Every part of the system connects

Production logs become test cases. Evaluation scores feed into new experiments. Every feature was built to strengthen your data flywheel.

Powerful UX for domain experts

Anyone can create prompts, build datasets, write LLM judges, and run experiments — with or without code. And engineers can stay in control of what ships.

Powerful UX for domain experts

Anyone can create prompts, build datasets, write LLM judges, and run experiments — with or without code. And engineers can stay in control of what ships.

A true partner to get there faster

From hands-on delivery of evals and test harnesses to training workshops, we're partners in building and delivering faster — not just a platform.

A true partner to get there faster

From hands-on delivery of evals and test harnesses to training workshops, we're partners in building and delivering faster — not just a platform.

Enterprise-grade from day one

Security, compliance, and scale — built in, not bolted on.

Security

SOC2 Type II

Audit logs

SSO & SCIM

RBAC

Security

SOC2 Type II

Audit logs

SSO & SCIM

RBAC

Security

SOC2 Type II

Audit logs

SSO & SCIM

RBAC

Deployment

SaaS

Self-host in any cloud

Multi-region support

Deployment

SaaS

Self-host in any cloud

Multi-region support

Deployment

SaaS

Self-host in any cloud

Multi-region support

Support

Dedicated FDEs

Slack support

Office hours

Training

Professional services

Support

Dedicated FDEs

Slack support

Office hours

Training

Professional services

Support

Dedicated FDEs

Slack support

Office hours

Training

Professional services

Compliance

Custom agreements

Custom DPAs

BAAs for HIPAA

Security reviews

Compliance

Custom agreements

Custom DPAs

BAAs for HIPAA

Security reviews

Compliance

Custom agreements

Custom DPAs

BAAs for HIPAA

Security reviews

Scale

Instant search on terabytes of data

SLAs available

Scale

Instant search on terabytes of data

SLAs available

Scale

Instant search on terabytes of data

SLAs available

Integrate in minutes, not days

Integrate in minutes, not days

Framework-agnostic. Provider-agnostic. Build how you want to build.

Framework-agnostic. Provider-agnostic. Build how you want to build.

SDKs for

Integrations for

Agent Plugin & MCP Server

Agent Plugin & MCP Server

Copy prompt for agent

Full API with OpenAI support

Full API with OpenAI support

Models