The human intelligence infrastructure for your AI Create AI that thinks and responds like human experts. DHA combines domain expertise with advanced training data to transform your model's performance—no guesswork, just measurable results. Get Access Model performance collapses when human expertise is mismanaged Knowledge Scatters Without the right platform to channel human brilliance into training data, knowledge scatters into rework, delays, and waste. Quality Erodes When talent and data aren't rigorously managed, quality erodes and breakthroughs never materialize. Expertise Lost Human brilliance is more important than ever. Proper human expert input transforms prompts into excellence. The complete human data engine for frontier AI 1 Defining Scope We evaluate and refine human data pipelines alongside client teams, with xpndai researchers applying deep experience across domains. 2 Domain Expert Response Generation We take your prompts and generate multiple AI responses. Our vetted domain experts evaluate each response across multiple quality dimensions. 3 Human-in-the-Loop Data Production Our DHA platform manages execution at scale, with performance tracking that measures velocity, error rates, cost per task, and quality in real time. 4 Multi-Layered QA From domain experts validating accuracy to final oversight from human data leads, our layered review process guarantees model-ready datasets. 2-Week Expert Evaluation Sprint We test your AI with 300 real scenarios, get expert feedback, and give you RLHF-ready data to improve quality by 40%+ 🎁 $2,000 FREE Evaluation Limited spots available • No credit card required What You Get: 🎯 Labeled Dataset 300-500 labeled prompt-response pairs with preference rankings 📊 Performance Dashboard Visual dashboard showing failure patterns 💾 RLHF-Ready Data Production-ready dataset in JSON/CSV format 📈 Insights Report 10-page analysis with top 5 improvement areas Claim Your Free Evaluation How Our Rubric Scoring Works Trained by domain experts to ensure accuracy and relevance Correctness: Is the information accurate? Response A: 4/5 (Correct but brief) | Response B: 5/5 (Correct and complete) Helpfulness: Does it solve the user's problem? Response A: 3/5 (Minimal help) | Response B: 5/5 (Very helpful) Completeness: Are important details included? Response A: 2/5 (Missing steps) | Response B: 5/5 (Comprehensive) Context Awareness: Does it understand the user's intent? Response A: 3/5 (Misses nuance) | Response B: 5/5 (Fully understands) Actionability: Can the user immediately act on this? Response A: 2/5 (Vague instructions) | Response B: 5/5 (Clear steps) 🚀 NOW YOU UNDERSTAND! Our approach outputs data that emulates true human expert quality Why AI Teams Need Us Achieving AGI requires more than algorithms—it demands high-quality human supervision at scale Supervised Training Data Expert-labeled datasets that teach your model the difference between good and great responses Advanced Prompting Precision-engineered prompts and rubrics that unlock your model's full potential Domain Expertise Human intelligence from experts who understand nuance machines can't capture alone Our Capabilities Chain of Thought Red-teaming SFT Prompt Design Coding Eval ML Optimization Multilingual Support English Hindi Tamil Spanish French German DHA: Data, Human & AI Platform for frontier model training logo
The human intelligence infrastructure for your AI Create AI that thinks and responds like human experts. DHA combines domain expertise with advanced training data to transform your model's performance—no guesswork, just measurable results. Get Access Model performance collapses when human expertise is mismanaged Knowledge Scatters Without the right platform to channel human brilliance into training data, knowledge scatters into rework, delays, and waste. Quality Erodes When talent and data aren't rigorously managed, quality erodes and breakthroughs never materialize. Expertise Lost Human brilliance is more important than ever. Proper human expert input transforms prompts into excellence. The complete human data engine for frontier AI 1 Defining Scope We evaluate and refine human data pipelines alongside client teams, with xpndai researchers applying deep experience across domains. 2 Domain Expert Response Generation We take your prompts and generate multiple AI responses. Our vetted domain experts evaluate each response across multiple quality dimensions. 3 Human-in-the-Loop Data Production Our DHA platform manages execution at scale, with performance tracking that measures velocity, error rates, cost per task, and quality in real time. 4 Multi-Layered QA From domain experts validating accuracy to final oversight from human data leads, our layered review process guarantees model-ready datasets. 2-Week Expert Evaluation Sprint We test your AI with 300 real scenarios, get expert feedback, and give you RLHF-ready data to improve quality by 40%+ 🎁 $2,000 FREE Evaluation Limited spots available • No credit card required What You Get: 🎯 Labeled Dataset 300-500 labeled prompt-response pairs with preference rankings 📊 Performance Dashboard Visual dashboard showing failure patterns 💾 RLHF-Ready Data Production-ready dataset in JSON/CSV format 📈 Insights Report 10-page analysis with top 5 improvement areas Claim Your Free Evaluation How Our Rubric Scoring Works Trained by domain experts to ensure accuracy and relevance Correctness: Is the information accurate? Response A: 4/5 (Correct but brief) | Response B: 5/5 (Correct and complete) Helpfulness: Does it solve the user's problem? Response A: 3/5 (Minimal help) | Response B: 5/5 (Very helpful) Completeness: Are important details included? Response A: 2/5 (Missing steps) | Response B: 5/5 (Comprehensive) Context Awareness: Does it understand the user's intent? Response A: 3/5 (Misses nuance) | Response B: 5/5 (Fully understands) Actionability: Can the user immediately act on this? Response A: 2/5 (Vague instructions) | Response B: 5/5 (Clear steps) 🚀 NOW YOU UNDERSTAND! Our approach outputs data that emulates true human expert quality Why AI Teams Need Us Achieving AGI requires more than algorithms—it demands high-quality human supervision at scale Supervised Training Data Expert-labeled datasets that teach your model the difference between good and great responses Advanced Prompting Precision-engineered prompts and rubrics that unlock your model's full potential Domain Expertise Human intelligence from experts who understand nuance machines can't capture alone Our Capabilities Chain of Thought Red-teaming SFT Prompt Design Coding Eval ML Optimization Multilingual Support English Hindi Tamil Spanish French German DHA: Data, Human & AI Platform for frontier model training logo