# Up to 98% Accuracy from Day One

The optimization technology that makes AI applications reliable enough for business use. Built-in LLMOps tools that technical teams can actually use, with automatic improvements that reduce maintenance over time.

### Industry Standard

60-70%

Unreliable for business use

### Empromptu Applications

Up to 98%

Business-ready from day one

## The Problem with Traditional AI

Most AI applications achieve only 60-70% accuracy because they rely on single, static prompts that work for some inputs but fail on edge cases. This creates unreliable results that businesses can't trust with real customers.

### Empromptu's Solution: Prompt Families

Instead of one prompt for everything, Empromptu creates Prompt Families - collections of specialized prompts that automatically adapt to different scenarios. Like a travel chatbot that knows to mention LAX for Los Angeles vs. Pearson for Toronto.

> "Hallucinations are virtually solved. Every time it's 98% or better."
>
> \- Rory Creigh, Practicing Musician

## 5 Optimization Tools

Access everything through the Actions button on any task. Each tool handles a different aspect of making your AI applications more accurate and reliable.

🎯

### Prompt Optimization

Build Prompt Families that automatically select the best prompt for each input. Includes automatic and manual optimization modes.

- Event Log tracking
- Prompt Family management
- One-click optimization

[Learn more →](https://empromptu.ai/optimizer/prompt-optimization)

📊

### Input Optimization

Manage test data and analyze real user inputs. Compare Manual Inputs vs End User Inputs to improve performance.

- Manual test inputs
- End user analysis
- Performance patterns

[Learn more →](https://empromptu.ai/optimizer/input-optimization)

🤖

### Model Optimization

Test different AI models to find the best fit. Compare GPT-4o, Claude 3 Opus, Claude 3 Sonnet with side-by-side performance.

- Model comparison
- Temperature settings
- Cost vs performance

[Learn more →](https://empromptu.ai/optimizer/model-optimization)

🔍

### Edge Case Detection

Visual scatter plot analysis to identify problematic inputs. Requires 15-20+ API calls to generate meaningful patterns.

- Visual scatter plot
- Problem area selection
- Targeted optimization

[Learn more →](https://empromptu.ai/optimizer/edge-case-detection)

✅

### Evaluations

Define what "success" looks like for your AI applications. Create manual criteria or generate them automatically.

- Manual creation
- Automatic generation
- Active/Inactive control

[Learn more →](https://empromptu.ai/optimizer/evaluations)

## 0-10 Scoring System

Every optimization attempt gets a score from 0-10 with detailed reasoning. Color-coded for quick understanding.

🟢9-10

#### Excellent

Optimal performance, ready for business use

🔵7-8

#### Good

Business-ready, occasional edge cases

🟠4-6

#### Medium

Getting better, needs optimization

🔴0-3

#### Low

Needs immediate attention

## How Optimization Works

1

### Build Your Application

Create AI applications with our builder. Each application contains projects, and each project contains tasks.

2

### Access Optimization Tools

Click the Actions button on any task to access all 5 optimization tools. Each tool handles different aspects of improvement.

3

### Set Success Criteria

Define evaluations that measure what "good" looks like for your specific use case. Create them manually or generate automatically.

4

### Optimize & Monitor

Run automatic optimization or use manual tools for targeted improvements. Track performance with detailed scoring and analytics.

## Deploy in Your Environment

🐳

### Docker Containers

Download applications as Docker containers for seamless integration with your existing infrastructure.

📂

### GitHub Integration

Push applications directly to your repositories for version control and automated deployment workflows.

☁️

### Cloud Deployment

One-click deployment to cloud providers for rapid testing and deployment.

## Start Optimizing Your AI Applications

### From 60% Unreliable to 98% Business-Ready

Stop settling for AI applications that work "most of the time." Get the optimization technology that makes AI reliable enough for your business.

[Get Started](https://builder.empromptu.ai/) [View Documentation](https://empromptu.gitbook.io/empromptu-docs)