--- title: Why agentic treasury needs search and observability description: Elastic's take on BNY's vision for agentic treasury argues that AI-driven treasury decision-making requires more than automation - it needs a real-time context... canonical: https://daily.dev/posts/why-agentic-treasury-needs-search-and-observability-l1fgpvwr7 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Why agentic treasury needs search and observability | daily.dev og:description: Elastic's take on BNY's vision for agentic treasury argues that AI-driven treasury decision-making requires more than automation - it needs a real-time context... og:url: https://daily.dev/posts/why-agentic-treasury-needs-search-and-observability-l1fgpvwr7 og:image: https://api.daily.dev/og/posts/L1FGPVWr7.png og:image:alt: Why agentic treasury needs search and observability og:image:width: 1200 og:image:height: 630 og:locale: 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. # Why agentic treasury needs search and observability **[elastic](https://daily.dev/sources/elastic)** · 10 min read · 0 upvotes · 0 comments ## Summary Elastic's take on BNY's vision for agentic treasury argues that AI-driven treasury decision-making requires more than automation - it needs a real-time context layer and an observable decision architecture. Treasury data already exists but is fragmented across ERP, treasury management, and banking systems, creating decision latency. Elasticsearch is positioned as a way to provide hybrid search across structured, unstructured, and time-series data to surface context for AI agents, while Elastic Observability helps verify whether a recommendation was affected by data pipeline failures, stale sources, or system degradation. The piece argues automation should be earned progressively, with human oversight, rather than switched on all at once, and closes with a pitch to contact Elastic about supporting an organization's treasury AI journey. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Preserving public trust with Elastic’s AI observability solutions](https://daily.dev/posts/preserving-public-trust-with-elastic-s-ai-observability-solutions-auzgn7qaq) · elastic · 0 upvotes · 0 comments - [What do AI observability tools actually do?](https://daily.dev/posts/what-do-ai-observability-tools-actually-do--c53ahphju) · InfoWorld · 0 upvotes · 0 comments - [Agentic AI in observability: accelerating root cause analysis](https://daily.dev/posts/agentic-ai-in-observability-accelerating-root-cause-analysis-htepnjdj4) · The New Stack · 1 upvotes · 0 comments - [AI’s maturity moment and the architecture that survives it](https://daily.dev/posts/ai-s-maturity-moment-and-the-architecture-that-survives-it-qxfsfnqih) · elastic · 3 upvotes · 0 comments --- Tags: [#observability](https://daily.dev/tags/observability), [#fintech](https://daily.dev/tags/fintech), [#elk](https://daily.dev/tags/elk), [#agentic-ai](https://daily.dev/tags/agentic-ai) [View this post on daily.dev](https://daily.dev/posts/why-agentic-treasury-needs-search-and-observability-l1fgpvwr7) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Why agentic treasury needs search and observability","url":"https://daily.dev/posts/why-agentic-treasury-needs-search-and-observability-l1fgpvwr7","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/why-agentic-treasury-needs-search-and-observability-l1fgpvwr7"},"datePublished":"2026-08-18T16:45:04.751Z","dateModified":"2026-08-18T17:44:18.115Z","description":"Elastic's take on BNY's vision for agentic treasury argues that AI-driven treasury decision-making requires more than automation - it needs a real-time context...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/47ef796f78f0ec2cdd33e33442d982dd?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/47ef796f78f0ec2cdd33e33442d982dd?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"elastic","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"elastic","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/b9f4b44c864c42f68aa7f164715da8b4","url":"https://daily.dev/sources/elastic"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/why-agentic-treasury-needs-search-and-observability-l1fgpvwr7","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"observability,fintech,elk,agentic-ai","timeRequired":"PT10M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"elastic","item":"https://daily.dev/sources/elastic"},{"@type":"ListItem","position":3,"name":"Why agentic treasury needs search and observability"}]} ```