Aligned models through human driven reinforcement
We deliver scalable RLHF pipelines that pair human judgment with model training to align LLMs, vision-language systems, agents, and decision models. Our teams score, rank, and correct model outputs in real time, providing high-signal feedback aligned with your safety, compliance, and product requirements.
What we provide
Our comprehensive RLHF services ensure your models are aligned with human values and business objectives:
- Human preference ranking for multi-output generations
- Policy shaping through iterative reward-model training
- Safety alignment using domain experts for high-risk decisions
- Bias and hallucination reduction via structured evaluation protocols
- Scalable throughput for tens of thousands to millions of judgments
- Continuous improvement loops connecting humans → reward model → policy updates
Types of data and tasks we handle
Comprehensive RLHF services across all AI modalities
LLM text outputs
- Reasoning traces and logical flows
- Summaries and abstracts
- Instructions and dialogues
Vision language outputs
- Captioning and object reasoning
- Multi-step visual decisions
- Scene understanding and interpretation
Multimodal models
- Combined image-text outputs
- Audio-text integration
- Agent outputs and decisions
Agentic workflows
- Tool-use chains and sequences
- Planning and decision sequences
- Simulated environment interactions
Our Advantages
Understand how our data collection approach improves model quality, compliance, and time-to-market.
Optimized for quality
We have a two-layer QC process that ensures the quality of the output. This is enabled by a short feedback loop process.
End to end solutions
From data collection and cleaning to data annotation, we offer End to end solutions for your training data needs.
Cost efficient
Our pricing is transparent and economical. We are more cost-effective than contract workers and large annotation platforms.
Completely managed
Our services are fully managed with dedicated account managers to ensure smooth operations.
Scalable workforce
Start with a single person and grow with us. We scale our team based on your demands.
Data security
Data security is paramount. We are GDPR compliant and ISO 27001 certified.
Industries supported & real RLHF use cases
Real-world RLHF applications across diverse industries with expert judgment and continuous feedback loops.
Build RLHF pipelines that actually align your models
Build safer, more reliable AI systems with our scalable RLHF pipelines. From preference ranking to policy shaping, we provide the human feedback your models need to align with your safety and compliance requirements.