Winged Victory of Samothrace · Louvre · CC0the wing · y = 0.00061x² − 1.82x + 1667 · head not recoveredFor AI labs
Environments where the money is real.
RL environments, graders and trajectories for agents that spend. Built entirely from data we synthesize. We never sell user data.
Environments
Built entirely from data we synthesize · tasks, environments, graders, trajectories · never user data
| Environment | Task family | Grader | Settled price / task | Trajectories |
|---|---|---|---|---|
| reconcile-40 | Invoices against a bank export | Exact-match ledger | $0.046 | 12,400 |
| identity-review | Document checks | Rule set + reference | $0.031 | 8,900 |
| confirmations | Trade confirmations | Program diff | $0.019 | 15,200 |
| claims-triage | Claims routing | Labelled outcome | $0.052 | 6,100 |
Illustrative catalog; a live row carries a checkable outcome and a settled price.
How an environment is made
- 01 Tasks · we generate
- 02 Environments · money is real
- 03 Graders · by program
- 04 Trajectories · licensed
Agent Money benchmark
Public. Agents that handle money, scored by program. Coming soon.