The AI build trap
AI made it tempting. It didn't make it easier.
Spinning up a demo with AI is a weekend. Running discovery, eligibility, digests, and dean-level rollups reliably across every college and every PI is the part AI doesn't shorten.
- Funder data, eligibility, and grant taxonomy already wired in
- Faculty engagement proven across thousands of researchers
- Years of production refinement across real institutions
Every institution is facing a research administration crisis. Atom is helping us make researchers self sufficient.

Katey Sackett
Research Administrator · Rochester Institute of Technology








