Trovata Deploys Autonomous Treasury AI Agents on Amazon Bedrock
AI assistants · Enterprise AI · Cybersecurity and privacy
Trovata implemented autonomous treasury agents built on Amazon Bedrock and Bedrock AgentCore, automating cash forecasting and reconciliation across banking systems.
Trovata integrated autonomous agents into its treasury operating system using Amazon Bedrock for model inference and Amazon Bedrock AgentCore for workflow orchestration. The cloud-native system connects with over 10,000 banks to automate cash forecasting, transaction anomaly detection, and account reconciliation. Operations execute through Trovata's verified API layer under role-based access control without direct database exposure.
Key takeaways
- Amazon Bedrock provides LLM inference, while Bedrock AgentCore manages agent orchestration and role-based access control.
- Autonomous agents run on schedules and triggers to perform cash forecasting, anomaly detection, and account reconciliation without manual intervention.
- Data queries operate strictly through a verified API layer, isolating agent runtimes and preventing direct access to backend databases.
Source：AWS Machine Learning Read the original ↗
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