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.
The complete AI engineering workflow.
The best AI teams have discovered they move faster and reach better outcomes by creating a tight data flywheel for continuous improvement.
Freeplay gives your entire team — engineers and domain experts alike — a single platform to manage prompts and models, define evals, run experiments, monitor production, review and label data, and ultimately accelerate the path to product quality.
Build
Get essential tools to develop your AI application faster and ship with confidence.
Prompt & Model Management
Version and deploy prompt & model changes like feature flags for rigorous experimentation
Evaluations
Create and tune custom evals that measure quality specific to your product
LLM Observability
Instant search to find and review any LLM interaction, from development to production
Build
Get essential tools to develop your AI application faster and ship with confidence.
Prompt & Model Management
Version and deploy prompt & model changes like feature flags for rigorous experimentation
Evaluations
Create and tune custom evals that measure quality specific to your product
LLM Observability
Instant search to find and review any LLM interaction, from development to production
Build
Get essential tools to develop your AI application faster and ship with confidence.
Prompt & Model Management
Version and deploy prompt & model changes like feature flags for rigorous experimentation
Evaluations
Create and tune custom evals that measure quality specific to your product
LLM Observability
Instant search to find and review any LLM interaction, from development to production
Test
Easily quantify the impact of every change. Enable a culture of continuous experimentation.
Customizable Playground
Craft prompts for any LLM provider and quickly compare results—all in one customizable playground
Batch Tests & Experiments
Launch tests from the Freeplay app or your code. Measure every change to prompt and agent pipelines.
Auto-Evals
Run your entire test suite automatically using Freeplay for both tests and production monitoring.
Test
Easily quantify the impact of every change. Enable a culture of continuous experimentation.
Customizable Playground
Craft prompts for any LLM provider and quickly compare results—all in one customizable playground
Batch Tests & Experiments
Launch tests from the Freeplay app or your code. Measure every change to prompt and agent pipelines.
Auto-Evals
Run your entire test suite automatically using Freeplay for both tests and production monitoring.
Test
Easily quantify the impact of every change. Enable a culture of continuous experimentation.
Customizable Playground
Craft prompts for any LLM provider and quickly compare results—all in one customizable playground
Batch Tests & Experiments
Launch tests from the Freeplay app or your code. Measure every change to prompt and agent pipelines.
Auto-Evals
Run your entire test suite automatically using Freeplay for both tests and production monitoring.
Observe
Create the feedback loop to make AI products your customers truly love.
Production Monitoring & Alerts
Use evals and customer feedback to catch issues and get actionable insights from production data.
Data Review & Labeling
Multi-player workflows to analyze & label data, identify patterns, and share learnings to stakeholders.
Dataset Management
Turn production logs into test cases, golden sets, and more for experimentation and fine-tuning.
Observe
Create the feedback loop to make AI products your customers truly love.
Production Monitoring & Alerts
Use evals and customer feedback to catch issues and get actionable insights from production data.
Data Review & Labeling
Multi-player workflows to analyze & label data, identify patterns, and share learnings to stakeholders.
Dataset Management
Turn production logs into test cases, golden sets, and more for experimentation and fine-tuning.
Observe
Create the feedback loop to make AI products your customers truly love.
Production Monitoring & Alerts
Use evals and customer feedback to catch issues and get actionable insights from production data.
Data Review & Labeling
Multi-player workflows to analyze & label data, identify patterns, and share learnings to stakeholders.
Dataset Management
Turn production logs into test cases, golden sets, and more for experimentation and fine-tuning.
AI teams ship faster with Freeplay
"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
"At Maze, we've learned great customer experiences come through intentional testing & iteration. Freeplay is building the tools companies like ours need to nail the details with AI."
Jonathan Widawski
CEO & Co-founder at Maze
"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
"As soon as we integrated Freeplay, our pace of iteration and the efficiency of prompt improvements jumped—easily a 10× change. Now everyone on the team participates, and the out-of-the-box product-market fit for updating prompts, editing them, and switching models has been phenomenal."
Michael Ducker
CEO & Co-founder at Blaide
"Even for an experienced SWE, the world of evals & LLM observability can feel foreign. Freeplay made it easy to bridge the gap. Thorough docs, accessible SDKs & incredible support engineers made it easy to onboard & deploy – and ensure our complex prompts work the way they should."
Justin Reidy
Founder & CEO at Kestrel
AI teams ship faster with Freeplay
"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
"At Maze, we've learned great customer experiences come through intentional testing & iteration. Freeplay is building the tools companies like ours need to nail the details with AI."
Jonathan Widawski
CEO & Co-founder at Maze
"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
"As soon as we integrated Freeplay, our pace of iteration and the efficiency of prompt improvements jumped—easily a 10× change. Now everyone on the team participates, and the out-of-the-box product-market fit for updating prompts, editing them, and switching models has been phenomenal."
Michael Ducker
CEO & Co-founder at Blaide
"Even for an experienced SWE, the world of evals & LLM observability can feel foreign. Freeplay made it easy to bridge the gap. Thorough docs, accessible SDKs & incredible support engineers made it easy to onboard & deploy – and ensure our complex prompts work the way they should."
Justin Reidy
Founder & CEO at Kestrel
AI teams ship faster with Freeplay
"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
"At Maze, we've learned great customer experiences come through intentional testing & iteration. Freeplay is building the tools companies like ours need to nail the details with AI."
Jonathan Widawski
CEO & Co-founder at Maze
"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
"As soon as we integrated Freeplay, our pace of iteration and the efficiency of prompt improvements jumped—easily a 10× change. Now everyone on the team participates, and the out-of-the-box product-market fit for updating prompts, editing them, and switching models has been phenomenal."
Michael Ducker
CEO & Co-founder at Blaide
"Even for an experienced SWE, the world of evals & LLM observability can feel foreign. Freeplay made it easy to bridge the gap. Thorough docs, accessible SDKs & incredible support engineers made it easy to onboard & deploy – and ensure our complex prompts work the way they should."
Justin Reidy
Founder & CEO at Kestrel
Fully ready for enterprise
Security, control, and support for teams that have to get the details right at scale.
Freeplay has a proven track record with companies in the Fortune 100 and regulated industries.
Developer Control
Lightweight SDKs & APIs integrate to any code with zero latency in production. No new frameworks or proxies required.
Secure & Private
SOC 2 Type II, HIPAA & GDPR compliant. Private hosting option lets you keep your data in your cloud and run in any region. Granular RBAC lets you control data access.
Expert Support & Services
Hands-on support, training, and professional services from experienced AI engineers — from evals to architecture.
Powerful Integrations
API support and connectors to other systems allow full data portability and automation. Configure SSO with SAML & SCIM.
Fully ready for enterprise
Security, control, and support for teams that have to get the details right at scale.
Freeplay has a proven track record with companies in the Fortune 100 and regulated industries.
Developer Control
Lightweight SDKs & APIs integrate to any code with zero latency in production. No new frameworks or proxies required.
Secure & Private
SOC 2 Type II, HIPAA & GDPR compliant. Private hosting option lets you keep your data in your cloud and run in any region. Granular RBAC lets you control data access.
Expert Support & Services
Hands-on support, training, and professional services from experienced AI engineers — from evals to architecture.
Powerful Integrations
API support and connectors to other systems allow full data portability and automation. Configure SSO with SAML & SCIM.
Fully ready for enterprise
Security, control, and support for teams that have to get the details right at scale.
Freeplay has a proven track record with companies in the Fortune 100 and regulated industries.
Developer Control
Lightweight SDKs & APIs integrate to any code with zero latency in production. No new frameworks or proxies required.
Secure & Private
SOC 2 Type II, HIPAA & GDPR compliant. Private hosting option lets you keep your data in your cloud and run in any region. Granular RBAC lets you control data access.
Expert Support & Services
Hands-on support, training, and professional services from experienced AI engineers — from evals to architecture.
Powerful Integrations
API support and connectors to other systems allow full data portability and automation. Configure SSO with SAML & SCIM.
Get the latest insights
Get the latest insights
Experiment, evaluate and observe in one platform
Streamline your tools and workflow. Freeplay lets your team run AI experiments, evaluate model performance, and monitor production in one place—without switching between tools.
Experiment, evaluate and observe in one platform
Streamline your tools and workflow. Freeplay lets your team run AI experiments, evaluate model performance, and monitor production in one place—without switching between tools.
Experiment, evaluate and observe in one platform
Streamline your tools and workflow. Freeplay lets your team run AI experiments, evaluate model performance, and monitor production in one place—without switching between tools.