Signal that compounds.
Win rates on real economic tasks — before you ship publicly. Sector-level and task-level resolution. The customers running you head-to-head with rivals tell you exactly where your model wins.
Deployments without an ops team.
Bring the pieces you have. We close the gaps — inference, eval, deployment ops, field operations — so your model ships into real environments instead of staying in the demo loop.
Custody, not extraction.
Weights, gradients, checkpoints never exit the enclave. Customers compare your model anonymously — your identity stays masked until you decide to reveal it.
Performance analytics.
Your win rate, what task types you win on, how often — surfaced at the cadence you choose. Failure-mode signal that points directly at gaps in your model. Nothing leaves your control unless you push it out.
"I don't have time to implement a bunch of papers. I just want to run the models head-to-head in my simulator and implement the best."