# Financial Services AI Annotation

Centaur.ai can empower model development, fraud detection, and operations optimization with scalable human-in-the-loop QA, built for regulatory sensitivity and operational scale.

## Use cases

Reinventing financial services and insurance with AI-enabled solutions.

### Transaction & document parsing

AI systems that power back-office automation rely on the accurate extraction of structured data from receipts, invoices, claims, and other documents.

- Field-level extraction QA
- Document classification and normalization

### Fraud & risk signal detection

Centaur reviewers help identify anomalies, intent, or edge behavior in financial activity or claim records, enabling more accurate risk prediction.

- Transaction tagging for fraud or escalation
- Claim verification scoring

### Policy & review summarization

Insurance and finance teams use AI to summarize complex language in policies and user reviews. Centaur helps validate tone, clarity, and completeness.

- LLM summary quality checks for policies or FAQs
- Review intent and sentiment labeling at scale

## Trusted by AI leaders across all industries

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

## 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.

## Accurate and scalable data labeling and model evaluation