FinExhaust

Coming soon!

FinExhaust storefrontAn illustrated white storefront with a red italic FinExhaust sign, a glass band filled with rows of data wheels, and five numbered service bays: RLVR data, SFT trajectories, held-out evaluation, licensing and NDA sample pack, and contact. Coming soon! HELD-OUT EVAL BAY BankingEnv 192 public + 192 held-out cases MIT licensed 1 RLVR 2 SFT 3 EVAL 4 NDA PACK 5 CONTACT

Post-training data and traces for financial-operations agents

FinExhaust builds training and evaluation material for agents that work inside bank operations, including the exceptions and edge cases. Everything is generated against a synthetic institution, so no customer data is involved.

Request the NDA sample packSee BankingEnv on GitHub

Five bays

Bay 1

RLVR data

Bank-operations tasks with verifiable rewards. Each task carries a machine-checkable outcome, so a policy can be scored without a human grader.

  • Deterministic checkers per task
  • Synthetic ledgers, accounts and counterparties
Bay 2

SFT trajectories

Multi-step agent traces that include the failure and the repair: wrong tool call, bad assumption, caught exception, corrected path.

  • Tool calls, observations and final state
  • Failure and repair labelled step by step
Bay 3

Held-out agent evaluation: BankingEnv

BankingEnv (cleanroom-eval) is an MIT-licensed evaluation set with 192 public development cases and 192 held-out cases. Cases are synthetic and machine-checked.

github.com/thefazzer/cleanroom-eval

Bay 4

Licensing and NDA sample pack

Commercial licences for the RLVR and SFT material. A sample pack is available under NDA so your team can inspect format and quality before any commitment.

Ask for the sample pack

Synthetic by design

Ficta Meridian (fictameridian.com) is FinExhaust's synthetic demo institution. It is not a real bank and holds no real accounts.

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