# Life Sciences AI Data Annotation

From accelerating drug discovery to leveraging real-world evidence, Centaur.ai provides life science innovators with high-quality data annotations at unprecedented speed and scale.

## Use case

### Accelerating drug discovery and development with AI-enabled research and opportunity identification for approved therapies.

#### Drug Discovery

AI is increasingly used in drug discovery to understand disease mechanisms, and predict response rates.

- Image analysis
- Multi-omics and clinical notes
- Intellectual property knowledge graph

#### Clinical development

From patient recruitment to insights on current and past clinical trials, AI offers an opportunity to optimize trial design and success.

- Predicting patient qualification
- Real world data analysis
- Reanalysis of failed clinical trials
- Patient subgroup identification

#### Commercial insights

Big data and AI are being leveraged to better understand competitors, as well as HCP behaviors.

- Improve HCP targeting
- Competitive analysis
- Patient identification
- Predicting adherence

## Trusted by AI leaders across healthcare

From start-up to scale up, we support your data annotation needs throughout the AI lifecycle.

> “We were able to improve our model dramatically - from .6 to .83 F1 score - in part, because of Centaur.ai.”  
> — Fausto Milletarì, Sr. AI Scientist

> “We’re excited by the high throughput and quality of annotations we get with Centaur.ai - I would definitely recommend working with them.”  
> — Sarah Bettigole, Head of Immunology and Data Science

## Why Centaur.ai

We deliver unmatched accuracy, speed, and scalability—helping you ship better AI, faster.

### Speed and scale

Access millions of annotations weekly from a network of thousands of experts, taking models from exploratory analysis to deployment in weeks, not months.

### Quality by design

Experience how label quality is built into the Centaur.ai system, with frequent performance measurement and pay-for-performance incentives.

### Advanced dataset insights

Leverage more reliable statistical information to inform your algorithm training plan.

### Privacy and security

Worry less with leading privacy and security capabilities.

### Quality focused

Lean on Centaur.ai expertise as the premier annotation company leveraging collective intelligence to ensure quality.

### All data types

From individual types to multimodal solutions, get all of your annotation needs in one single platform.

## Industries building models with Centaur.ai

Powering innovation across the world with superior quality data annotation.

#### LLMs and Software

From chatbots answering patient questions to expert review of LLM outputs.

#### Hardware Devices

From software as a device to next-generation AI-enabled hardware devices.

#### Life Sciences

From accelerating drug discovery to leveraging real world evidence.

#### Insurance

From accelerating claims processing and reimbursement to improving customer service.

#### Consumer

From skin matching AI for cosmetics to AI-enabled wellness applications.