


LLM OBSERVABILITY
LLM OBSERVABILITY
LLM OBSERVABILITY
Trace & debug LLM applications
Trace & debug
LLM applications
Trace & debug LLM applications
Monitor the performance of complex LLM chains in real-time. Troubleshoot errors and spot opportunities to optimize LLM apps.
Monitor the performance of complex LLM chains in real-time. Troubleshoot errors and spot opportunities to optimize LLM apps.
Trusted by
Trusted by
Trusted by



Everything to test, monitor
& troubleshoot LLM apps
Dashboards
Dashboards
Dashboards
Evaluator Library
Evaluator Library
Evaluator Library
Human Annotation
Human Annotation
Human Annotation
Cost Management
Cost Management
Cost Management
PII Management
PII Management
PII Management
Advanced Logging
Advanced Logging
Advanced Logging
User Feedback
User Feedback
User Feedback
Traces
Traces
Traces
FEATURES
FEATURES
FEATURES
Tracing
Track all events triggered throughout LLM chains
Track all events triggered in LLM chains
See a clear, step-by-step visualization of every event in an LLM application.
18/03/2025, 10:08:49
DeploymentInvoke
Timestamp
DeploymentInvoke
0.0061 1,757
1,752
1
402
0.0 208
173
0.0049 1,317
10
5,000
1,895
0.0004 1,891
2,739
0.0008 2,735
Deployment_invoke
Evaluation_engine
Vision
Retrieval
Evaluator
Evaluator
Embedding
ChatBedrock
ChatBedrock
Chat
Chat
Rerank
Advanced Logging
Troubleshoot & debug
complex LLM pipelines
Troubleshoot & debug complex LLM pipelines
Review logs from all frameworks to detect anomalies and spot errors. Get the insights you need to debug fast.
18/03/2025, 10:08:49
DeploymentInvoke
18/03/2025, 10:08:39
DeploymentInvoke
18/03/2025, 09:57:43
VisionOpenAI
17/03/2025, 03:21:29
VisionOpenAI
Name
Timestamp



Evaluator Library
Evaluate LLM & prompt configurations
Evaluate LLM & prompt configs
Measure how agents and other LLM apps perform with out-of-the-box evaluators or custom ones.
Dashboards & Analytics
See how AI products
perform in real time
See how AI products perform in real time
Get real-time insights into costs, latency, response times, and more of AI products.
API Management
Collect feedback
from end users
Access granular insights on the cost, performance, and evaluation results of your AI in one central place.
client.feedback.report(
property="rating",
value=["good"],
trace_id="unique-trace-id"
)
client.feedback.report(
property="rating",
value=["good"],
trace_id="unique-trace-id"
)
client.feedback.report(
property="rating",
value=["good"],
trace_id="unique-trace-id"
)
Data & Privacy Management
Safeguard AI products
against data breaches
Safeguard AI products against data breaches
Protect LLMs from leaking sensitive PII and private data. Use built-in security tooling to keep your product compliant.






Customize your workflow
with the right model providers
Integrations
LLM Providers & Models
Orq.ai supports 130+ LLM providers and models to enable teams to build AI products.
Customize your workflow
with the right model providers
Integrations
LLM Providers & Models
Orq.ai supports 130+ LLM providers and models to enable teams to build AI products.
Customize your workflow
with the right model providers
Integrations
LLM Providers & Models
Orq.ai supports 130+ LLM providers and models to enable teams to build AI products.
Platform Solutions
Discover more solutions
to build reliable AI products
Prompt Management
Full-cycle prompt management for reliable AI products
Experiment
One place for teams to safely experiment with LLM prompts
Knowledge Bases (RAG)
Optimize LLM output with custom RAG workflows
Deploy
Safely bring complex LLM prompts to production
Observe
End-to-end insights to power up your AI system
Evaluate
Out-of-the-box tooling to measure and refine AI products
Platform Solutions
Discover more solutions
to build reliable AI products
Prompt Management
Full-cycle prompt management for reliable AI products
Experiment
One place for teams to safely experiment with LLM prompts
Knowledge Bases (RAG)
Optimize LLM output with custom RAG workflows
Deploy
Safely bring complex LLM prompts to production
Observe
End-to-end insights to power up your AI system
Evaluate
Out-of-the-box tooling to measure and refine AI products
Platform Solutions
Discover more solutions
to build reliable AI products
Prompt Management
Full-cycle prompt management for reliable AI products
Experiment
One place for teams to safely experiment with LLM prompts
Knowledge Bases (RAG)
Optimize LLM output with custom RAG workflows
Deploy
Safely bring complex LLM prompts to production
Observe
End-to-end insights to power up your AI system
Evaluate
Out-of-the-box tooling to measure and refine AI products

TESTIMONIALS
Teams worldwide build
AI applications with Orq.ai
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.

TESTIMONIALS
Teams worldwide build
AI applications with Orq.ai
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.

TESTIMONIALS
Teams worldwide build
AI applications with Orq.ai
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Frequently Asked Questions
Frequently Asked Questions
Frequently Asked Questions
What is LLM observability, and why is it important?
What is LLM observability, and why is it important?
What is LLM observability, and why is it important?
What are the key components of an LLM observability system?
What are the key components of an LLM observability system?
What are the key components of an LLM observability system?
How does LLM observability help improve model accuracy and reduce hallucinations?
How does LLM observability help improve model accuracy and reduce hallucinations?
How does LLM observability help improve model accuracy and reduce hallucinations?
How does LLM observability differ from traditional software observability?
How does LLM observability differ from traditional software observability?
How does LLM observability differ from traditional software observability?
What are the best practices for implementing LLM observability in production?
What are the best practices for implementing LLM observability in production?
What are the best practices for implementing LLM observability in production?
Start building AI apps with Orq.ai
Take a 7-day free trial. Start building AI products with Orq.ai today.
Start building AI apps with Orq.ai
Take a 7-day free trial. Start building AI products with Orq.ai today.
Start building AI apps with Orq.ai
Take a 7-day free trial. Start building AI products with Orq.ai today.