01 / The evidence surface
Logs tell you what ran. Evidence tells you why.
Veylmark follows a decision across the stack, so a model output is never stranded from the inputs, safeguards, execution, or human judgment around it.
Model input
features · timestamp · source
Decision output
signal · confidence · rationale
Risk gate
limits · stale data · connectivity
Execution record
order · fill · exception · override
02 / Governance in the loop
Live safeguards for systems that cannot afford “we didn’t know.”
Document the controls around your strategy, then make those controls visible at inference time. Veylmark helps small teams operate with the discipline of a much larger desk.
Every control state is attached to the decision trace—not just the dashboard.
03 / From model to record
A clean chain of custody for every automated decision.
Register
Tie every model version to its owner, intended use, data lineage, and approval state.
Reproduce
Re-run backtests with the same inputs and compare the evidence before promotion.
Defend
Export a searchable, immutable record when a reviewer asks what happened and why.
Connect the venues and brokers you already use. Start with Binance and IBKR; keep your execution layer, add a defensible record around it.
A better audit starts before the audit
Make your model’s next decision easier to defend.
We’re working with retail trading firms, prop shops, hedge funds, and crypto desks building the next generation of automated strategies.
Talk to Veylmarkveylmark-j5qhwo@polsia.app