For AI Labs & Enterprises
Premium training data
from domain experts
Connect your AI lab with 5,000+ vetted specialists across 105+ domains. Generate high-quality RLHF feedback, training data, and model evaluation at scale.
Capabilities
Everything your AI pipeline needs
From RLHF preference data to adversarial red-teaming, our expert network delivers the specialized training data that makes models exceptional.
RLHF & Preference Data
Human preference rankings, pairwise comparisons, and reward model training data from domain experts who understand nuance.
95% inter-annotator agreementInstruction Tuning
High-quality instruction-response pairs crafted by PhD-level experts across 105+ domains for fine-tuning foundation models.
50K+ pairs/week capacityRed-Teaming & Safety
Adversarial testing by security researchers, ethicists, and domain specialists to identify model vulnerabilities before deployment.
200+ red-team specialistsDomain-Specific Training
Specialized datasets for medicine, law, finance, STEM, and emerging fields — created by practitioners, not generalists.
105+ expert domainsData Labeling at Scale
Multi-layer annotation pipelines with consensus mechanisms, quality scoring, and automated anomaly detection.
99.2% accuracy rateModel Evaluation
Structured evaluation frameworks with domain-expert judges for benchmarking model performance across specialized tasks.
Custom rubric designHow It Works
From requirements to delivery in days
Define Requirements
Share your model's training needs, domain focus, quality standards, and volume targets. We'll design a custom data pipeline.
Expert Matching
Our AI matches your project with vetted experts based on domain expertise, quality history, and availability.
Quality-Assured Delivery
Multi-layer QA with peer review, statistical modeling, and automated quality detection ensures premium output.
Iterate & Scale
Real-time dashboards, feedback loops, and elastic capacity let you scale from pilot to production seamlessly.
Why IXO
Enterprise-grade by design
SOC 2 Type II Compliant
Enterprise-grade security and data handling
NDA-Protected Workforce
Every expert signs project-specific NDAs
Global Expert Network
5,000+ vetted specialists across 40+ countries
24-Hour SLA
Guaranteed response times for enterprise clients
API-First Integration
RESTful APIs for seamless pipeline integration
Elastic Scaling
Scale from 100 to 100,000+ tasks per month
Case Studies
Proven results at scale
Leading LLM Provider
Challenge: Needed 50,000 expert-quality RLHF comparisons across medical, legal, and financial domains within 6 weeks.
Result: Delivered 52,000 comparisons with 96.3% quality score, 2 days ahead of schedule. Model accuracy improved 12% on domain benchmarks.
AI Safety Startup
Challenge: Required 200+ red-team specialists to stress-test a new foundation model across 15 attack categories before launch.
Result: Identified 340+ unique vulnerability patterns. 89% of critical issues were caught before public release, preventing potential safety incidents.
Enterprise AI Platform
Challenge: Building a domain-specific coding assistant required 10,000+ expert-reviewed code samples with detailed explanations.
Result: Delivered 12,500 reviewed samples from senior engineers. The fine-tuned model achieved 94% pass rate on internal benchmarks, up from 71%.
Ready to build better models?
Join the leading AI labs using IXO for premium training data. Schedule a personalized demo with our enterprise team.
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