## Research  
### Advancing AI Vertical Agentic Systems  
We build the next generation of expert AI agents to unlock fairer, more accessible public funding.

## Papers  
### Recent Publications  
\  
Ontology Learning and Knowledge Graph Construction: A Comparison of Approaches and Their Impact on RAG Performance\  
Ishak Soltani, Francisco Belo, Bernardo Tavares (2025)](https://arxiv.org/abs/2511.05991)  
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CRACQ: A Multi-Dimensional Approach To Automated Document Assessment\  
Ishak Soltani, Francisco Belo, Bernardo Tavares (2025)](https://www.arxiv.org/abs/2510.02337)

## Collaboration Opportunities  
### Let’s Work Together  
We work with researchers, institutions, master’s students, and interns interested in areas such as vertical AI agentic systems, multi-agent orchestration, evaluation frameworks, and applied grant-funding research. Whether you’re proposing a research idea, seeking a summer internship, looking for thesis-related support, or simply exploring a potential collaboration with us, we’d love to hear from you.

To help us understand fit, tell us a bit about your background and motivation when you reach out, we welcome all inquiries through the contact form below.