LLUMO’s Optimize

Get targeted actions based on real-time debugging, delivering in-depth analysis and actionable steps to keep LLMs efficient, accurate, and cost-effective.

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Trusted by many, across their companies and within their products

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LLUMO AI solutions

Why Optimize?

Exact Next Steps

Get actionable insights in real-time to guide AI teams and optimize AI workflows—no hit and trial or guesswork required.

End to End Optimization

A complete framework to refine prompts, fine-tune models, and optimize APIs for peak AI performance.

Actionable Insights

Get actionable insights from metrics, delivering precise adjustments for better quality, coherence, and cost efficiency.

Available Integrations

Seamlessly integrate and enhance LLMs performance, irrespective of language models or RAG setup.

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Haystack
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Insights | Recommendations| Next Steps

  • Analyze error patterns, token usage and scope of improvement.
  • Structured insights and data-driven refinement techniques.
Evaluate | Optimize | Automate - in one click! illusration

Pinpoint Issues Automatically

Quickly detect performance bottlenecks across your AI workflow—identifying frequent errors, inefficient token usage, response delays, and hidden inefficiencies for faster troubleshooting and optimization.

The Ultimate LLM Testing Playground

Recommendations

Optimize suggests actionable next steps, helping you refine prompts, fine-tune models, and enhance your end to end AI workflows.

Same output at a lower cost illustration

Scale AI while maintaining quality.

  • Automate optimization - No manual interventions required.
  • Improve decision-making with AI-driven recommendations.
Save Up to 80% on LLM Costs illustration

Targeted Model Adjustments 

Automatically receive specific tuning suggestions for prompt engineering, model fine-tuning, and system-level optimizations

Same output at a lower cost illustration

Automated Cost Efficiency Insights 

Identify redundant API calls, cut token waste, and discover cost-saving strategies.

Compression, Routing & Caching illustration

Improve your Gen AI Models  in production

  • Transform AI monitoring into action.
  • Deploy optimized models and track performance changes.
360° LLM Performance Visibility illustration

Continuous AI Improvement.

Turns raw insight into actionable improvements, ensuring your AI workflows are efficient, scalable, and cost-effective

Smarter, Seamless Workflows.

Implement data-driven optimizations in real time, continuously improving your model’s accuracy, efficiency, and cost-effectiveness.

Switch AI Insights into Impact

Turn insights into measurable AI gains. Cut costs, boost accuracy, and accelerate responses with automated optimization.

Wall of love

Testimonials

Don't just take our word for it - see what actual users of our service have to say about their experience.

Nida

Nida

Co-founder & CEO, Nife.io

We used to spend hours digging through logs to trace where the agent went wrong. With the debugger, the flow diagram shows errors instantly, along with reasons and next steps.

Jazz Prado

Jazz Prado

Project Manager, Beam.gg

Hallucinations in our customer support summaries were slipping through unnoticed. LLUMO’s debugger flagged them in real time, helping us prevent misinformation before it reached clients.

Shikhar Verma

Shikhar Verma

CTO, Speaktrack.ai

Managing multi-agent workflows was messy, too many moving parts, too many blind spots. The debugger finally gave us clarity on what happened, why, and how to fix it.

Jordan M.

Jordan M.

VP, CortexCloud

LLUMO felt like a flashlight in the dark. We cleared out hallucinations, boosted speeds, and can trust our pipelines again. It’s exactly what we needed for reliable AI.

Sarah K.

Sarah K.

Lead NLP Scientist, AetherIQ

With LLUMO, we tested prompts, fixed hallucinations, and launched weeks early. It seriously leveled up our assistant’s reliability and gave us confidence in going live.

Nida

Nida

Co-founder & CEO, Nife.io

We used to spend hours digging through logs to trace where the agent went wrong. With the debugger, the flow diagram shows errors instantly, along with reasons and next steps.

Jazz Prado

Jazz Prado

Project Manager, Beam.gg

Hallucinations in our customer support summaries were slipping through unnoticed. LLUMO’s debugger flagged them in real time, helping us prevent misinformation before it reached clients.

Shikhar Verma

Shikhar Verma

CTO, Speaktrack.ai

Managing multi-agent workflows was messy, too many moving parts, too many blind spots. The debugger finally gave us clarity on what happened, why, and how to fix it.

Jordan M.

Jordan M.

VP, CortexCloud

LLUMO felt like a flashlight in the dark. We cleared out hallucinations, boosted speeds, and can trust our pipelines again. It’s exactly what we needed for reliable AI.

Sarah K.

Sarah K.

Lead NLP Scientist, AetherIQ

With LLUMO, we tested prompts, fixed hallucinations, and launched weeks early. It seriously leveled up our assistant’s reliability and gave us confidence in going live.

Nida

Nida

Co-founder & CEO, Nife.io

We used to spend hours digging through logs to trace where the agent went wrong. With the debugger, the flow diagram shows errors instantly, along with reasons and next steps.

Jazz Prado

Jazz Prado

Project Manager, Beam.gg

Hallucinations in our customer support summaries were slipping through unnoticed. LLUMO’s debugger flagged them in real time, helping us prevent misinformation before it reached clients.

Shikhar Verma

Shikhar Verma

CTO, Speaktrack.ai

Managing multi-agent workflows was messy, too many moving parts, too many blind spots. The debugger finally gave us clarity on what happened, why, and how to fix it.

Jordan M.

Jordan M.

VP, CortexCloud

LLUMO felt like a flashlight in the dark. We cleared out hallucinations, boosted speeds, and can trust our pipelines again. It’s exactly what we needed for reliable AI.

Sarah K.

Sarah K.

Lead NLP Scientist, AetherIQ

With LLUMO, we tested prompts, fixed hallucinations, and launched weeks early. It seriously leveled up our assistant’s reliability and gave us confidence in going live.

Mike L.

Mike L.

Senior LLM Engineer, OptiMind

Integration was surprisingly quick, took less than 30 minutes. Now every agent run automatically and logs into the debugger, so we catch failures before they cascade.

Ryan

Ryan

CTO at ClearView AI

Before LLUMO, debugging meant replaying the entire workflow manually. With the SDK hooked in, we see real-time insights without changing how we build.

Sonia

Sonia

Product Lead at AI Novus

Before LLUMO, we were stuck waiting on test cycles. Now, we can go from an idea to a working feature in a day. It’s been a huge boost for our AI product.

Amit Pathak

Amit Pathak

Head of Operations at VerityAI

Our pipelines were growing complex fast. LLUMO brought clarity, reduced hallucinations, and sped up our inference, making our workflows feel rock solid.

Michael S.

Michael S.

AI Lead at MindWave

I wasn’t sure if LLUMO would fit, but it clicked immediately. Debugging and evaluation became straightforward, and now it’s a key part of our stack.

Priya Rathore

Priya Rathore

AI engineer at NexGen AI

Evaluating models used to be a guessing game. LLUMO’s EvalLM made it clear and structured, helping us improve models confidently without hidden surprises.

Mike L.

Mike L.

Senior LLM Engineer, OptiMind

Integration was surprisingly quick, took less than 30 minutes. Now every agent run automatically and logs into the debugger, so we catch failures before they cascade.

Ryan

Ryan

CTO at ClearView AI

Before LLUMO, debugging meant replaying the entire workflow manually. With the SDK hooked in, we see real-time insights without changing how we build.

Sonia

Sonia

Product Lead at AI Novus

Before LLUMO, we were stuck waiting on test cycles. Now, we can go from an idea to a working feature in a day. It’s been a huge boost for our AI product.

Amit Pathak

Amit Pathak

Head of Operations at VerityAI

Our pipelines were growing complex fast. LLUMO brought clarity, reduced hallucinations, and sped up our inference, making our workflows feel rock solid.

Michael S.

Michael S.

AI Lead at MindWave

I wasn’t sure if LLUMO would fit, but it clicked immediately. Debugging and evaluation became straightforward, and now it’s a key part of our stack.

Priya Rathore

Priya Rathore

AI engineer at NexGen AI

Evaluating models used to be a guessing game. LLUMO’s EvalLM made it clear and structured, helping us improve models confidently without hidden surprises.

Mike L.

Mike L.

Senior LLM Engineer, OptiMind

Integration was surprisingly quick, took less than 30 minutes. Now every agent run automatically and logs into the debugger, so we catch failures before they cascade.

Ryan

Ryan

CTO at ClearView AI

Before LLUMO, debugging meant replaying the entire workflow manually. With the SDK hooked in, we see real-time insights without changing how we build.

Sonia

Sonia

Product Lead at AI Novus

Before LLUMO, we were stuck waiting on test cycles. Now, we can go from an idea to a working feature in a day. It’s been a huge boost for our AI product.

Amit Pathak

Amit Pathak

Head of Operations at VerityAI

Our pipelines were growing complex fast. LLUMO brought clarity, reduced hallucinations, and sped up our inference, making our workflows feel rock solid.

Michael S.

Michael S.

AI Lead at MindWave

I wasn’t sure if LLUMO would fit, but it clicked immediately. Debugging and evaluation became straightforward, and now it’s a key part of our stack.

Priya Rathore

Priya Rathore

AI engineer at NexGen AI

Evaluating models used to be a guessing game. LLUMO’s EvalLM made it clear and structured, helping us improve models confidently without hidden surprises.

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FAQs

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04 Is LLUMO compatible with all LLMs and RAG frameworks?
05 Can I use LLUMO with custom-hosted LLMs?

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