AI Market Making for Small Treasuries: Can You Get the Cash Back?
A trading bot can report positive spread earnings while the treasury loses money.
Our latest Decentralised News guide examines the cash question behind AI market making: what remains usable when quoting stops?
One clearly labelled synthetic example earns $60 after trading fees, yet finishes $180 down after inventory losses and operating costs. Another follows a partially filled bid through cancellation, showing why only the unfilled remainder releases cash.
The guide separates operating reserves, exchange holds, token inventory and conditional exit proceeds. It also explains which controls belong outside the AI supervisor.
There is an editable DN Treasury Cash and Inventory Planner, plus a practical evidence checklist for reviewing the assumptions. The figures illustrate accounting; they are not live trading results or return forecasts.
Read the guide and download the planner on Decentralised News
#AgenticFinance #TreasuryManagement #MarketMaking
A trading bot can report positive spread earnings while the treasury loses money.
Our latest Decentralised News guide examines the cash question behind AI market making: what remains usable when quoting stops?
One clearly labelled synthetic example earns $60 after trading fees, yet finishes $180 down after inventory losses and operating costs. Another follows a partially filled bid through cancellation, showing why only the unfilled remainder releases cash.
The guide separates operating reserves, exchange holds, token inventory and conditional exit proceeds. It also explains which controls belong outside the AI supervisor.
There is an editable DN Treasury Cash and Inventory Planner, plus a practical evidence checklist for reviewing the assumptions. The figures illustrate accounting; they are not live trading results or return forecasts.
Read the guide and download the planner on Decentralised News
#AgenticFinance #TreasuryManagement #MarketMaking