# Classification

> Better, faster results with streamlined classification at a lower cost

CLASSIFICATION

## Classification optimized

Better, faster results with streamlined classification at a lower cost

[Get Started](https://app.pinecone.io/)

[Contact Sales](https://www.pinecone.io/contact/)

- ![Gong](https://cdn.sanity.io/images/vr8gru94/production/922741b641029c77fa5a88339504636782747c7f-158x56.png)
- ![Microsoft](https://cdn.sanity.io/images/vr8gru94/production/9f1a1e8edfb77639ee53acf49a1f8ec3673813d7-301x62.png)
- ![Hubspot](https://cdn.sanity.io/images/vr8gru94/production/ab7219a1516e1c83a82fada65af94ee34209917e-1000x284.png)
- ![Klarna](https://cdn.sanity.io/images/vr8gru94/production/468190e8ef7ad82dcd927f1227a023c135d4b7a4-248x61.png)
- ![clickup](https://cdn.sanity.io/images/vr8gru94/production/dbd157379336492fae1f389f3259ad539a8bbd89-374x100.png)
- ![CS DISCO](https://cdn.sanity.io/images/vr8gru94/production/37aadb918940693df3c62c1ee7fa99c7adb47449-145x21.png)
- ![Frontier](https://cdn.sanity.io/images/vr8gru94/production/604c3226771be136216b475260435020ceea1c40-224x51.png)

## Classification with Pinecone

Classification with a vector database to find desired sample data for labeling or classification workloads.

### Reduce manual workloads

Say no to manual labeling and use vector search to discover relevant data regardless of data size.

### Find the right data

Train only on the data that matters with vector search. Get faster iterations of model fine-tuning or data classification.

### Faster, lower cost, performant

Faster, lower cost, and higher performance compared to human labeling or synthetic data labeling.

## Learn how customers are using Classification with Pinecone

> Gong uses Pinecone to quickly find and label the data they need for fine-tuning Smart Tracker

[Read Customer Story](https://www.pinecone.io/customers/gong/)

> Chipper Cash thwarts fraudsters in real-time 
with Pinecone

[Read Customer Story](https://www.pinecone.io/customers/chipper-cash/)

> Expel leverages Pinecone to detect similar security alerts

[Read Customer Story](https://www.pinecone.io/learn/series/wild/expel-alert-similarity/)

## What developers can build with Pinecone

### Active learning systems

### Fraud & anomaly detection

### Sentiment analysis

### Genomic data classification

### Object recognition

### Training data labeling

## Resources for developers

### Optimize Classifier Training with Vector Search

[Learn more](https://www.pinecone.io/learn/classifier-train-vector-search/)

### Building a Image Recognition App

[Learn more](https://www.pinecone.io/learn/pinecone-vision-app/)

### Notebook for building sentiment analysis

[Learn more](https://github.com/pinecone-io/examples/tree/master/learn/analytics-and-ml/data-mining/sentiment-analysis)

## Start building knowledgeable AI now

Create your first index for free, then upgrade and [pay as you go](https://www.pinecone.io/pricing/) when you're ready to scale, or [talk to sales](https://www.pinecone.io/contact/).

[Get Started](https://app.pinecone.io/)

[View this page on Pinecone](https://www.pinecone.io/solutions/classification/)