About
AI is the new shelf.
Shoppers ask AI what to buy. AI agents buy for them.
AI may pick you in one place and skip you in another.
So we built a team that gets you chosen.
AI agents that fix what AI gets wrong.
Who we are.
Started at Carnegie Mellon in 2025.

Mantej Gill
- 7 US patents in machine learning, at Apple.
- NASA Space Apps winner.
- Research at Carnegie Mellon.

Vishal Verma
- Shipped AI to 150M+ users, at Dream11.
- NeurIPS author.
- Research at Carnegie Mellon.
- 13 years of ML engineering, combined
- CMU CLeaR Lab
- Agent specialists
- 2 prior startups
Carnegie Mellon UniversityWant to build this with us? See open roles