# Building trusted agentic AI in financial services: From data to autonomous action

DevFeed: [Building trusted agentic AI in financial services: From data to autonomous action](<https://devfeed.tech/articles/building-trusted-agentic-ai-in-financial-services-from-data-to-autonomous-action-4782.md>)

Original publisher: [Read original article](<https://www.elastic.co/blog/building-trusted-agentic-ai-in-financial-services>)

Author: Karen Mcdermott

Published: 2026-08-06T00:00:00Z

Content type: article

Language: en

Sources: [Elastic Blog - Elasticsearch, Kibana, and ELK Stack](<https://devfeed.tech/sources/elastic-blog-elasticsearch-kibana-and-elk-stack.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Strategy](<https://devfeed.tech/topics/ai-strategy.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [observability](<https://devfeed.tech/topics/observability.md>), [data](<https://devfeed.tech/topics/data.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agentic-ai-automated-threat-protection-fraud-detection-security-compliance](<https://devfeed.tech/tags/agentic-ai-automated-threat-protection-fraud-detection-security-compliance.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [data](<https://devfeed.tech/tags/data.md>), [financial-services](<https://devfeed.tech/tags/financial-services.md>), [fraud](<https://devfeed.tech/tags/fraud.md>), [observability](<https://devfeed.tech/tags/observability.md>), [siem-security-observability](<https://devfeed.tech/tags/siem-security-observability.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

## AI overview

This article explains why trusted context, governance, and observability are essential for scaling agentic AI in financial services. It contrasts generative AI's question-answering role with AI agents that investigate fraud alerts, correlate evidence, recommend actions, and initiate workflows, emphasizing the risks of autonomous decisions based on incomplete or poorly governed information.

## Source excerpt

Learn why trusted context -- not just powerful AI models -- is the foundation for scaling agentic AI in financial services. Discover how unified data, observability, enterprise search, and governance enable trusted autonomous operations.