We Saved an Enterprise $100M in Token and Model Costs. Steal Our Playbook

Your engineering teams are shipping agents faster than anyone can track them. Token bills climb with no clear attribution, and when an agent loops or breaks, there's no way to audit the spend or shut it down. Most enterprises got here following the "start small" advice, which quietly produces hundreds of disconnected pilots, GPU waste, and no shared governance.

Nikunj Bajaj, CEO of TrueFoundry, flips the script and makes the case for starting big. Drawing on production deployments at large global enterprise customers (CVS and Siemens Healthineers) that drove tens to hundreds of millions in impact, he shares the concrete plays used to rein in token spend and maximize ROI.