--- title: "Building trusted agentic AI in financial services: From data to autonomous action" url: https://daily.dev/posts/building-trusted-agentic-ai-in-financial-services-from-data-to-autonomous-action-pc9tqxd43 source_url: https://www.elastic.co/blog/building-trusted-agentic-ai-in-financial-services type: article source: "elastic" published: 2026-08-06T19:14:08.855Z updated: 2026-08-06T19:14:38.449Z tags: ["observability", "agentic-ai", "ai-governance"] reading_time: 9 upvotes: 1 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Building trusted agentic AI in financial services: From data to autonomous action **[elastic](https://daily.dev/sources/elastic)** · 9 min read · 1 upvotes · 0 comments ## Summary Financial institutions are shifting from generative AI experimentation to agentic AI — systems that reason, orchestrate workflows, and take autonomous action. Only about 30% of organizations have reached higher AI maturity levels. Trusted context is identified as the critical foundation: AI agents need access to unified, accurate, and governed data (operational telemetry, transaction history, security events, regulatory policies) to make reliable decisions. Observability across metrics, traces, and logs becomes the control plane for governing AI behavior. Enterprise search grounds agents in current, permission-aware knowledge rather than stale training data. Security must evolve to monitor every autonomous action, with humans remaining in control. Five key questions are offered for financial leaders to assess readiness before deploying AI agents into production. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What percentage of organizations have reached higher AI maturity levels in agentic AI strategy and governance? Only about 30% of organizations have reached higher levels of maturity across AI strategy, governance, and agentic AI controls, according to McKinsey's State of AI Trust in 2026 report. Financial services is identified as a leading industry in responsible AI due to its strong governance and risk management foundations, giving it an advantage as autonomous AI scales. _Teams navigating agentic AI readiness in regulated industries track benchmarks like these on daily.dev._ ### What are the key risks organizations cite as obstacles to scaling agentic AI? Nearly two-thirds of organizations identify security and risk concerns as the biggest obstacle to scaling agentic AI. Specifically, 74% of respondents flagged AI inaccuracies and 72% cited cybersecurity as highly relevant risks. Every AI agent introduces new interactions with enterprise systems, APIs, sensitive customer data, and third-party services that must be monitored and governed. _Developers and architects weighing agentic AI adoption in high-stakes environments follow these risk discussions on daily.dev._ ## Similar posts on daily.dev - [Data readiness for agentic AI in financial services](https://daily.dev/posts/data-readiness-for-agentic-ai-in-financial-services-fj7284eus) · MIT Technology Review · 1 upvotes · 0 comments - [From Generative to Agentic AI](https://daily.dev/posts/from-generative-to-agentic-ai-c6epn8ux1) · databricks · 2 upvotes · 0 comments - [How enterprises are preparing for agentic AI](https://daily.dev/posts/how-enterprises-are-preparing-for-agentic-ai-cz55ekhfk) · databricks · 0 upvotes · 0 comments - [Scaling AI in financial services: 7 steps to governance and architecture](https://daily.dev/posts/scaling-ai-in-financial-services-7-steps-to-governance-and-architecture-mmuozngyr) · elastic · 1 upvotes · 0 comments - [Building trust in agentic AI: An observability‑led 90‑day action plan](https://daily.dev/posts/building-trust-in-agentic-ai-an-observability-led-90-day-action-plan-un2eo996i) · Dynatrace · 0 upvotes · 0 comments --- Tags: [#observability](https://daily.dev/tags/observability), [#agentic-ai](https://daily.dev/tags/agentic-ai), [#ai-governance](https://daily.dev/tags/ai-governance) [View this post on daily.dev](https://daily.dev/posts/building-trusted-agentic-ai-in-financial-services-from-data-to-autonomous-action-pc9tqxd43)