AI Research
Frontier work, grounded in production.
DOVIX Research advances the systems we ship — focusing on reliability, evaluation, and safety in agentic AI.
Agent reliability
Reducing failure modes, building robust tool-use, and quantifying multi-agent stability.
Evaluation science
Domain-specific evals, adversarial probes, and continuous benchmark harnesses.
Retrieval at scale
Hybrid search, rerankers, and contextual compression for production RAG.
Recent publications
On the Operational Limits of Multi-Agent LLM Workflows
DOVIX Research Note · 2025
Eval-Driven Development: Shipping AI in Regulated Industries
DOVIX Whitepaper · 2025
Contextual Compression for Domain-Specific RAG
Preprint · 2024
Sovereign LLM Deployments: A Practical Playbook
DOVIX Whitepaper · 2024