Poetiq

Company profile

Poetiq company profile

Poetiq develops an AI meta-system that builds self-improving reasoning agents on top of existing large language models. The system discovers task-specific reasoning strategies, optimizes multi-step knowledge extraction, and synthesizes fragmented information into reliable answers. It focuses on recursive self-improvement, allowing agents to learn from solved tasks to perform better on new ones. Poetiq applies this approach to benchmarks like ARC-AGI and real-world workflows, improving accuracy and cost across models from multiple providers. The company works with partners to address complex AI reasoning and retrieval challenges in practical applications.