Trovata developed its automated treasury management solution using AWS serverless infrastructure, Amazon Bedrock for foundation model inference, and AgentCore for agent orchestration. The platform integrates natural language chat interfaces, variance detection, and custom builder consoles while enforcing strict role-based permissions identical to human authorizations. Operating across thousands of institutions, the system shrinks traditional multi-day accounting tasks down to mere seconds. Early enterprise adopters have achieved more than $1 million in annualized operational savings while cutting traditional treasury management software expenses by 77 percent.
Key points
Treasury agents operate under existing role-based access controls to maintain identical p…: Treasury agents operate under existing role-based access controls to maintain identical permission limits as enterprise human personnel.
Deploying autonomous workflows on serverless architecture saves internal corporate accoun…: Deploying autonomous workflows on serverless architecture saves internal corporate accounting teams more than five hours every day.
Transitioning to orchestrated agent workflows enables treasury platforms to execute opera…: Transitioning to orchestrated agent workflows enables treasury platforms to execute operational transactions rather than merely displaying read-only data insights.
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Artificial Intelligence
Autonomous treasury agents: How Trovata built an AI-native solution on Amazon Bedrock and AgentCore
Corporate treasury teams face a persistent challenge: fragmented banking data scattered across dozens of bank portals, manual reporting trapped in spreadsheets, and legacy Treasury Management Systems (TMS) that can’t scale for modern enterprise needs. For treasury teams these manual processes create delays, errors, and an inability to make real-time cash decisions when they matter most.
Trovata is an AI-native cash and liquidity management platform with direct connections to over 10,000 banks, serving enterprises globally from a single cloud-based platform. In 2023, Trovata launched the first generative AI built specifically for treasury. Now, with Trovata’s latest AI-native updates, they’ve evolved from delivering insights to deploying autonomous agents that act on behalf of treasury teams.
Trovata’s customers have seen measurable results: $1M+ in annualized cost savings, over 5 hours per day saved per accounting team, a 77 percent reduction in annual TMS costs, and treasury reporting reduced from hours or days to under a minute.
In this post, we explore how Trovata built autonomous treasury agents…
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