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.
Trusted by AI leaders from startups to enterprises
Reinventing financial services and insurance with AI-enabled solutions.
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
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
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
From start-up to scale up, we support your data annotation needs throughout the AI lifecycle.
“We were able to use the disagreement between labelers to convert categorical labels into a continuous metric. That’s ultimately the training data we used and it was only possible because of the 20+ opinions we could gather from Centaur.ai on each piece of our data”.
“Working with Centaur.ai to annotate data is better in every way than our prior system. The annotations are more accurate, more affordable and the system is easier for our team to manage."
We deliver unmatched accuracy, speed, and scalability—helping you ship better AI, faster.
Access millions of annotations weekly from a network of thousands of experts, taking models from exploratory analysis to deployment in weeks, not months.
Experience how label quality is built into the Centaur.ai system, with frequent performance measurement and pay-for-performance incentives.
Leverage more reliable statistical information to inform your algorithm training plan.
Worry less with leading privacy and security capabilities.
Lean on Centaur.ai expertise as the premier annotation company leveraging collective intelligence to ensure quality.
From individual types to multimodal solutions, get all of your annotation needs in one single platform.
Explore
Powering innovation across the world with superior quality data annotation.
From chatbots answering patient questions to expert review of LLM outputs.
From software as a device to next-generation AI-enabled hardware devices.
From accelerating drug discovery to leveraging real world evidence.
From accelerating claims processing and reimbursement, to improving customer service.
From skin matching AI for cosmetics, to AI-enabled wellness applications.
