The infrastructure that auto improves your AI.

Empromptu ensures your AI apps and their responses are reliable and consistent from Day 1 and continuously improve as you scale, accelerating development and perfecting them in production using AI.

What is empromptu?

The self correcting AI reliability, accuracy, and consistency layer.

If you are only optimizing prompts, expecting to get accurate outputs, you will fail every time. Only end-to-end optimization can give you 90%+ accuracy.

For early-stage teams

No AI yet? No problem.  Build a consistent and accurate AI on day 0 while avoiding frustrating trial and error.

For scaling teams

Keep your AI responses accurate, consistent, and reliable, even as humans use your AI for things you didn't intend.

Quick Start

Add to your AI stack in minutes and start seeing improvements today.

Flexible

Works across LLMs, multimodal models, and AI agents.

Comprehensive

Optimize everything from models to prompts and everything in between.  

See the difference

Transform generic responses into precise, valuable answers

Compare how our platform optimizes AI responses to deliver clarity, relevance and actionable information.

1
Example Query
What's the current status of our Q3 marketing campaign?
2
Example Query
Can you explain how our new product works?
3
Example Query
What steps should I take to troubleshoot?
Before Optimization
Query:
What's the current status of our Q3 marketing campaign?
Response:
The Q3 marketing campaign has several components including social media ads, email marketing, and content creation. Social media ads are performing at various levels with Facebook showing a 2.3% CTR and Instagram at 3.1%. Email open rates are averaging 24% which is industry standard. Content creation is ongoing with 7 blog posts published out of the planned 12.
After Optimization
Query:
What's the current status of our Q3 marketing campaign?
Response:
Your Q3 marketing campaign is 58% complete with above-average performance metrics. Key highlights: Social media engagement is up 17% (Instagram outperforming at 3.1% CTR), email open rates are on target at 24%, and content creation is on schedule with 7/12 planned pieces published. The campaign is currently projected to exceed Q3 goals by approximately 8%.
Before Optimization
Query:
Can you explain how our new product works?
Response:
The new product is a software solution that integrates with existing systems to provide data analytics. It uses machine learning algorithms to process information and can generate reports. The system requires initial setup and configuration but then operates automatically. It has both cloud and on-premise deployment options and supports various data formats including CSV, JSON, and XML.
After Optimization
Query:
Can you explain how our new product works?
Response:
Our new DataInsight Pro is an AI-powered analytics solution that seamlessly integrates with your existing infrastructure in under 5 minutes. It automatically processes your data through our proprietary ML algorithms, delivering actionable insights via customizable dashboards. The system runs autonomously after a one-time setup, available both as a cloud service or on your servers, with real-time analysis capabilities for all standard data formats.
Before Optimization
Query:
What steps should I take to troubleshoot connection issues?
Response:
There are several possible causes for connection issues. First, you should check if your device is connected to the internet. Try restarting your router and modem. Make sure your cables are properly connected. Check if there are service outages in your area. You might also want to try connecting using a different device to see if the issue persists. If none of these solutions work, contact customer support.
After Optimization
Query:
What steps should I take to troubleshoot connection issues?
Response:
To resolve your connection issue:

1. Verify internet access on other devices
2. Restart your router (unplug for 30 seconds)
3. Check all cable connections
4. Visit our status page at status.example.com for service alerts
5. Try connecting via ethernet instead of WiFi

If issues persist after these steps, contact our 24/7 support team at (555) 123-4567 or support@example.com with your account ID ready.
Start optimizing your AI

How It Works

Empromptu is an end-to-end layer that creates, monitors, optimizes, and self-corrects AI applications in real time.

Step 1

Install the Empromptu Library

One-line install, config, works with any AI app

Step 2

Define what “accuracy” means to you

Use our built-in evaluation sets or customize your own.

Step 3

Empromptu continuously improves your AI

Detects and corrects issues in real time.

How Empromptu Helps Pre, Post Launch, and Beyond

Before Launch
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- Get AI models working faster, with fewer failures.

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Avoid the frustration of debugging broken prompts and unpredictable behavior.

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Enterprise AI Teams
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- Reduce AI risks & compliance concerns with automatic validation.

- Cut AI maintenance costs by 30%+ and keep AI outputs trustworthy at scale.

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FAQs

Answers to questions you might have about Empromptu.

What does Empromptu do?

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Empromptu is an AI accuracy platform helping companies develop precise applications. We assess your prompt performance and provide tailored recommendations to enhance accuracy, remove ineffective prompts, and visually resolve edge case errors.  

How does Empromptu define accuracy?

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Empromptu allows users to define accuracy depending on their specific use case. You can use our out of the box accuracy measures or bring your own evals if you have them.


Do I need a lot of data to train Empromptu's models?

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We have designed Empromtu's automated optimization models to run at about 20 or fewer runs. Until then, you will still get value from Empromptu.

How is Empromptu different from other LLM Observability tools?

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Most LLM Observability tools just show your data. Developers still have to manually fix the data. Empromptu is the first tool to both observe and proactively fix your accuracy using AI.

Does Empromptu just optimize prompts?

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No. Empromptu is the first accuracy platform that optimizes your AI system end to end. We optimize your RAG, gaps in your models, generate ways to fix failures or ways to optimize, monitor new data, and predict new failures and fix them before they happen.

Who is Empromptu for?

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Empromptu is ideal for startups and enterprises whose applications are close to or running in production. It's built for teams that want to quickly increase their accuracy or require their AI products to provide a highly precise response rate, such as in health or legal tech.

How secure is my data on Empromptu?

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Empromptu is a local- first product with on-prem options.

Can Empromptu integrate with existing models and tools?

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Yes, Empromptu integrates with your existing model and tool set.