Trusted AI Data Operations

AI Data Operations β€’ Human Evaluation β€’ Trust & Safety β€’ Applied AI Research

Building high-quality AI data for smarter, safer systems.

Open Fraud Labs partners with AI companies, research institutions, and enterprises to collect, evaluate, annotate, and validate high-quality datasets while advancing research in fraud detection and trustworthy AI.

10,000+
Tasks Processed
95%
Quality Accuracy
24 hrs
Average Turnaround
Human + AI
Hybrid Review

WHO WE ARE

Building Better AI Through Better Data

Open Fraud Labs partners with AI companies, research institutions and enterprises to build, evaluate and improve high-quality AI datasets.

We combine expert human evaluation, scalable data operations and applied AI research to help organizations develop safer, more reliable and trustworthy AI systems.

Enterprise Quality

Multi-stage quality assurance with expert human validation.

AI Specialists

Experienced reviewers trained for AI evaluation and annotation.

Research Driven

Workflows informed by applied AI research and continuous improvement.

Scalable Operations

Flexible teams capable of supporting projects from pilot to enterprise scale.

Services

Our Capabilities

We provide end-to-end AI data services that help organizations build, evaluate and deploy trustworthy AI systems at enterprise scale.

AI Data Operations

Collect, structure, annotate and manage enterprise datasets with scalable workflows.

  • Dataset Collection
  • Annotation
  • Data Governance
  • Dataset Delivery
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Human Evaluation

Expert reviewers validate AI outputs using structured evaluation frameworks.

  • RLHF
  • Prompt Evaluation
  • Response Ranking
  • Expert Review
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Trust & Safety

Protect AI systems through policy enforcement, moderation and quality assurance.

  • Content Moderation
  • Safety Review
  • Risk Detection
  • Quality Assurance
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Applied AI Research

Support research teams with benchmark creation, evaluation and dataset analysis.

  • Benchmark Creation
  • Dataset Analysis
  • Model Evaluation
  • Research Support
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SOLUTIONS

Solutions for Every Stage of the AI Lifecycle

Whether you're training foundation models, evaluating LLMs, improving AI safety, or building enterprise AI applications, Open Fraud Labs provides scalable human intelligence and AI data operations to accelerate development.

Foundation Models

Support large-scale model training with curated, high-quality datasets.

Dataset Collection Annotation Quality Review Delivery

Human Evaluation

Expert reviewers evaluate model outputs using structured frameworks.

RLHF Preference Ranking Prompt Evaluation Safety Review

Trust & Safety

Protect AI systems with moderation, policy enforcement, and quality assurance.

Content Moderation Risk Detection Policy Review QA

Research & Benchmarking

Build benchmark datasets and evaluation pipelines for research teams.

Benchmarks Datasets Model Evaluation Research Support

Enterprise AI

Scalable AI data operations for enterprise AI products and internal teams.

Secure Delivery Dedicated Teams Project Management Reporting

Fraud Intelligence

Research-driven fraud detection datasets and human intelligence workflows.

Fraud Detection Financial Risk Trust Signals Analysis

Our approach

Our AI Data Lifecycle

Every AI project follows a structured quality pipeline that ensures consistency, scalability and enterprise-grade results.

  • Human-in-the-loop review
  • Multi-stage quality assurance
  • Continuous client feedback
  • Enterprise security standards

Requirements Analysis

Understand objectives, labels and evaluation criteria.

Dataset Collection

Collect or receive structured datasets.

Annotation

Expert annotators label and classify data.

Quality Review

Senior reviewers validate quality.

Dataset Delivery

Verified datasets delivered securely.

Continuous Improvement

Feedback loops improve future datasets.

Let’s build with care

Ready to strengthen your AI data pipeline?

We partner with teams shaping the next generation of trustworthy AI.

Talk to Us