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.