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The AI that builds better AIs

Tropir is the first AI that builds better AIs. We don’t just trace where your pipeline broke—we fix it. Tropir analyzes the flow of logic across prompts, tools, and retrievals to pinpoint root causes, suggests targeted changes, reruns the pipeline with those fixes, and runs evals to check if things actually improved. If not, it keeps iterating until they do. We're already used by teams building advanced agents, copilots, and RAG pipelines. As LLM-based systems grow, we believe Tropir will become essential infrastructure for every serious AI team.
Active Founders
Ayush Karupakula
Ayush Karupakula

Ayush Karupakula, Founder

Co-Founder @ Tropir, building root-cause tracing for LLM pipelines. Prev: General Analysis, Philips, UW NLP, StartonAI. CS @ Georgia Tech.
Aarush Kukreja
Aarush Kukreja

Aarush Kukreja, Founder

Co-Founder @ Tropir, building root-cause tracing for LLM pipelines. Prev: Duckie AI (YC W24), Princeton NLP, Caltech SSPP. CS @ Princeton.
Tropir
Founded:2024
Batch:Spring 2025
Team Size:2
Status:
Active
Location:San Francisco
Primary Partner:Garry Tan