From research to production, we implement the latest breakthroughs in AI including Constitutional AI, Agentic Systems, and Neural-Symbolic Integration to create solutions that push the boundaries of what's possible.
Each service is designed to address specific business challenges while integrating seamlessly with your existing operations.
Advanced foundation model customization using Constitutional AI, RLHF, and DPO. We implement state-of-the-art techniques from recent research including mixture-of-experts architectures and parameter-efficient fine-tuning methods.
Constitutional AI (Anthropic '22), Direct Preference Optimization (Rafailov '23), QLoRA (Dettmers '23)
Build autonomous AI agents using ReAct, Tree-of-Thoughts, and self-reflection architectures. Our agents leverage tool-calling, memory systems, and advanced planning from cutting-edge research in multi-agent coordination.
ReAct (Yao '22), Tree-of-Thoughts (Yao '23), Reflexion (Shinn '23), AutoGPT Architecture
Implement world models using diffusion transformers, neural ODEs, and physics-informed neural networks. Create digital twins that understand causality, temporal dynamics, and counterfactual reasoning for complex system simulation.
World Models (Ha '18), Neural ODEs (Chen '18), PINNs (Raissi '19), Diffusion Transformers (Peebles '23)
Deploy vision-language-action models using RT-X architectures, diffusion policies, and hierarchical planning. Our embodied agents leverage visual grounding, spatial reasoning, and multi-modal understanding for real-world robotics applications.
RT-X (Google '23), VLA Models (Brohan '23), Diffusion Policies (Chi '23), PaLM-E (Driess '23)
Enterprise AI governance using alignment research, interpretability techniques, and safety frameworks. We implement responsible AI deployment strategies based on constitutional AI principles and AI safety research from leading institutions.
Constitutional AI (Bai '22), Interpretability (Olah '20), AI Alignment (Christiano '17), Mechanistic Interpretability
Let's discuss how our AI expertise can solve your most complex challenges and drive innovation for your organization.
