{"id":19355,"date":"2026-03-31T11:51:37","date_gmt":"2026-03-31T11:51:37","guid":{"rendered":"https:\/\/www.comet.com\/site\/?page_id=19355"},"modified":"2026-04-16T15:34:25","modified_gmt":"2026-04-16T15:34:25","slug":"finance","status":"publish","type":"page","link":"https:\/\/www.comet.com\/site\/solutions\/finance\/","title":{"rendered":"AI Observability for Financial Services Agents"},"content":{"rendered":"\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-bottom:0;padding-top:var(--wp--preset--spacing--100);padding-bottom:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-6cf66b0c wp-block-group-is-layout-constrained\">\n<h1 class=\"wp-block-heading has-display-l-font-size\" id=\"h-ship-ai-systems-fit-for-financial-services\">Ship AI Systems Fit for<br><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">Financial Services<\/mark><\/h1>\n\n\n\n<p class=\"has-background-color has-text-color has-link-color has-body-l-font-size wp-elements-3393678ceabd2fb48a9c26811f4e9922\">Maximize AI power and productivity. Minimize risk exposure.<\/p>\n\n\n\n<p class=\"has-body-m-font-size\">Opik extends observability across your entire AI footprint, so you can build and monitor agents that work right and meet the strict requirements of the financial services industry<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Get Demo<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full\" style=\"margin-top:var(--wp--preset--spacing--50);margin-bottom:var(--wp--preset--spacing--50)\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1013\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1.webp\" alt=\"A screenshot showing Opik being used to train a financial advisor\" class=\"wp-image-18585\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1.webp 2560w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1-300x119.webp 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1-1024x405.webp 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1-768x304.webp 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1-1536x608.webp 1536w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1-2048x810.webp 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-bottom:var(--wp--preset--spacing--160)\">\n<p class=\"has-text-align-center has-accent-color has-text-color has-link-color has-body-m-font-size wp-elements-dc84d55ad0786009853cc18f19a7c30c\"><strong>Trusted by the most innovative fintech teams<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group alignwide is-style-default has-custom-background-dark-background-color has-background is-layout-flow wp-block-group-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div style=\"--animation-direction: normal; --animation-speed: 20s; --content-gap: 40px; --overlay-color: #02081b; --white-space: nowrap; --animation-name: storepress-marquee-animation-x; --animation-play-state: paused;\" class=\"has-overlay-color orientation-x alignfull logo-marquee wp-block-storepress-marquee\">\n\t<div class=\"wp-block-storepress-marquee__item\">\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-fe8d6040 wp-block-group-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/StandardBank.svg\" alt=\"\" class=\"wp-image-19447\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/NatWest.svg\" alt=\"\" class=\"wp-image-19462\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/Binance.svg\" alt=\"\" class=\"wp-image-19448\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/HDFC.svg\" alt=\"\" class=\"wp-image-19450\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/Monzo.svg\" alt=\"\" class=\"wp-image-19449\" style=\"width:180px\" \/><\/figure>\n<\/div>\n\n<\/div>\n\t<!-- Mirrors the content -->\n\t<div class=\"wp-block-storepress-marquee__item mirror\" aria-hidden=\"true\">\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-fe8d6040 wp-block-group-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/StandardBank.svg\" alt=\"\" class=\"wp-image-19447\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/NatWest.svg\" alt=\"\" class=\"wp-image-19462\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/Binance.svg\" alt=\"\" class=\"wp-image-19448\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/HDFC.svg\" alt=\"\" class=\"wp-image-19450\" style=\"width:180px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"68\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/04\/Monzo.svg\" alt=\"\" class=\"wp-image-19449\" style=\"width:180px\" \/><\/figure>\n<\/div>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-constrained wp-container-core-group-is-layout-fe48e280 wp-block-group-is-layout-constrained\" style=\"padding-bottom:var(--wp--preset--spacing--160)\">\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-d73abbe3 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-background-color has-text-color has-link-color wp-elements-df276068412ed739b19aafe22ee761d0\" id=\"h-why-financial-institutions-choose-opik\">Why <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">Financial Institutions<\/mark> Choose Opik<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-m-font-size\">AI is unpredictable without the right control systems in place. You need to know what your agents are doing and why \u2014 with feedback loops to find and fix issues before they break the bank.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center has-border-color has-custom-decorative-border-dark-border-color has-background is-layout-constrained wp-container-core-columns-is-layout-1711f696 wp-block-columns-is-layout-constrained\" style=\"border-width:1px;border-radius:8px;background:linear-gradient(44deg,rgb(26,30,45) 0%,rgb(43,46,82) 100%);padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center is-content-justification-left is-layout-constrained wp-container-core-column-is-layout-4b36ed7c wp-block-column-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50);flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-d6b9ab57 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"38\" height=\"38\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/gpp_good.svg\" alt=\"\" class=\"wp-image-18590\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-scale-compliant-ai-agents\">Scale Compliant AI Agents<\/h3>\n\n\n\n<p>Secure your customer data and internal operations. Automatically log and organize every AI action across complex systems, data sources, and user interactions.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/scale-ai-features-safely-1024x575.webp\" alt=\"\" class=\"wp-image-18591\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/scale-ai-features-safely-1024x575.webp 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/scale-ai-features-safely-300x169.webp 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/scale-ai-features-safely-768x432.webp 768w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/scale-ai-features-safely.webp 1228w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-08c01c1c wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-border-color has-custom-decorative-border-dark-border-color has-background is-layout-constrained wp-container-core-column-is-layout-52009084 wp-block-column-is-layout-constrained\" style=\"border-width:1px;border-radius:8px;background:linear-gradient(44deg,rgb(26,30,45) 0%,rgb(43,46,82) 100%);padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-d6b9ab57 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/fast_forward.svg\" alt=\"\" class=\"wp-image-18599\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-minimize-time-to-value\">Minimize Time to Value<\/h3>\n\n\n\n<p>Ship AI features faster, with greater precision. Opik\u2019s testing and evaluation toolset lends repeatable structure to your development cycles, reducing trial and error.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-custom-decorative-border-dark-border-color has-background is-layout-constrained wp-container-core-column-is-layout-52009084 wp-block-column-is-layout-constrained\" style=\"border-width:1px;border-radius:8px;background:linear-gradient(44deg,rgb(26,30,45) 0%,rgb(43,46,82) 100%);padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-d6b9ab57 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/error_outline.svg\" alt=\"\" class=\"wp-image-18598\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-apply-guardrails-in-production\">Apply Guardrails in Production<\/h3>\n\n\n\n<p>Protect users against AI errors in real time, with guardrails to detect and block PII leaks and policy violations, and alerts to surface issues to your development team.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-custom-decorative-border-dark-border-color has-background is-layout-constrained wp-container-core-column-is-layout-52009084 wp-block-column-is-layout-constrained\" style=\"border-width:1px;border-radius:8px;background:linear-gradient(44deg,rgb(26,30,45) 0%,rgb(43,46,82) 100%);padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-d6b9ab57 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/article.svg\" alt=\"\" class=\"wp-image-18597\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-automate-audit-reporting-nbsp\">Automate Audit Reporting&nbsp;<\/h3>\n\n\n\n<p>Automatically produce audit logs that compare evaluation scores across different versions of your AI apps and agents for streamlined reporting to governance teams.&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-bb659de6 wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--50)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\">Get Demo<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-custom-alt-background-dark-background-color has-background is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--160);padding-bottom:var(--wp--preset--spacing--160)\">\n<div class=\"wp-block-group alignwide is-layout-constrained wp-container-core-group-is-layout-aa9875b4 wp-block-group-is-layout-constrained\" style=\"margin-bottom:var(--wp--preset--spacing--160)\">\n<div class=\"wp-block-group alignwide has-custom-background-dark-background-color has-background is-layout-constrained wp-container-core-group-is-layout-f611be13 wp-block-group-is-layout-constrained\" style=\"border-radius:12px;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\" style=\"margin-top:0;margin-bottom:0\"><img loading=\"lazy\" decoding=\"async\" width=\"492\" height=\"120\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/natwest_cropped_fixed.svg\" alt=\"\" class=\"wp-image-19424\" style=\"aspect-ratio:4.100811618966254;width:250px;height:auto\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote alignwide is-style-plain is-layout-flow wp-block-quote-is-layout-flow is-style-plain--1\" style=\"margin-top:var(--wp--preset--spacing--40);margin-bottom:var(--wp--preset--spacing--40);padding-top:0;padding-bottom:0\">\n<p class=\"has-background-color has-text-color has-link-color has-body-l-font-size wp-elements-3194f3979f27aa2f36c326a42c58cb7d\">NatWest uses Opik to continuously evaluate Cora+, an AI-powered digital banking assistant. Opik scores helpfulness, safety, coherence, and accuracy, and automatically detects hallucinations in customer-facing responses. Without Opik, errors or policy violations in Cora+ could create serious regulatory risk and reputational damage. With it, the team verifies quality and reliability to safely scale Cora+ across the bank.<\/p>\n<\/blockquote>\n\n\n\n<div class=\"wp-block-group alignwide is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-23441af8 wp-block-group-is-layout-flex\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-constrained wp-container-core-group-is-layout-346627ba wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-cabd398c wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-the-ai-finance-ecosystem\">The <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">AI Finance<\/mark> Ecosystem<\/h2>\n\n\n\n<p class=\"has-body-m-font-size\">As AI transforms customer-facing apps, internal analysis, and operations, firms win the arms race with governable AI systems that work at scale.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-b987c810 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h3 class=\"wp-block-heading has-display-xxxs-font-size\" id=\"h-chatbots-amp-voice-agents\">Chatbots &amp; Voice Agents<\/h3>\n\n\n\n<p>It\u2019s one thing to get a demo of an AI personal banking assistant running \u2014 another to make sure it\u2019s safe, helpful, and coherent for millions of real customers in production. Opik\u2019s evaluation suite makes it possible to prove \u2014 then systematically improve \u2014 that performance and reliability.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/chatbots-and-voice-agents.webp\" alt=\"\" class=\"wp-image-18602\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-b987c810 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h3 class=\"wp-block-heading has-display-xxxs-font-size\" id=\"h-ai-financial-analysis\">AI Financial Analysis<\/h3>\n\n\n\n<p>Build AI research tools your analysts trust, with testing and scoring workflows to ensure summaries are accurate, relevant, and insightful. Automatically detect hallucinations and fabricated figures before they influence decisions.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/ai-financial-analysis.webp\" alt=\"\" class=\"wp-image-18603\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-b987c810 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h3 class=\"wp-block-heading has-display-xxxs-font-size\" id=\"h-internal-process-automation\">Internal Process Automation<\/h3>\n\n\n\n<p>Gain AI efficiency without sacrificing due diligence. Opik traces each step in your document processing workflows so operations teams can support critical banking, sales and trading, and asset management functions without missed context or hallucinated details.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1146\" height=\"560\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/internal-process-automation.webp\" alt=\"\" class=\"wp-image-18604\" srcset=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/internal-process-automation.webp 1146w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/internal-process-automation-300x147.webp 300w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/internal-process-automation-1024x500.webp 1024w, https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/internal-process-automation-768x375.webp 768w\" sizes=\"auto, (max-width: 1146px) 100vw, 1146px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide is-layout-flow wp-container-core-group-is-layout-65e34c9b wp-block-group-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--160);padding-bottom:var(--wp--preset--spacing--160)\">\n<div class=\"wp-block-group is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-e5b0f2fd wp-block-group-is-layout-constrained\" style=\"margin-bottom:var(--wp--preset--spacing--50)\">\n<h2 class=\"wp-block-heading\" id=\"h-enterprise-security-compliance-and-data-governance\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">Enterprise<\/mark> Security, Compliance, and Data Governance<\/h2>\n\n\n\n<p class=\"has-body-m-font-size\">Opik gives you the tools to ship secure and compliant AI systems \u2014 and unlike some competitors, the platform itself is industry certified and proven at Fortune 500 scale.&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-border-color has-custom-decorative-border-dark-border-color has-background is-layout-constrained wp-container-core-group-is-layout-f179550c wp-block-group-is-layout-constrained\" style=\"border-width:1px;border-radius:8px;background:linear-gradient(44deg,rgb(26,30,45) 0%,rgb(43,46,82) 100%);padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-1da03c2a wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-style-comet-checkmarks-accent is-content-justification-left is-layout-constrained wp-container-core-column-is-layout-8df61c51 wp-block-column-is-layout-constrained\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-d6b9ab57 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/security.svg\" alt=\"\" class=\"wp-image-18608\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-ship-secure-amp-compliant-ai-products\">Ship Secure &amp; Compliant AI Products<\/h3>\n\n\n\n<p>Meet strict data security and compliance audit requirements with AI observability and evaluation workflows designed for financial services customers:&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent is-style-comet-checkmarks-accent--2\">\n<li>Pair production tracing with online evaluations to monitor drift and surface AI errors in real time.<\/li>\n\n\n\n<li>Evaluate production outputs with 20+ bespoke LLM-as-a-judge metrics like <a href=\"https:\/\/www.comet.com\/docs\/opik\/evaluation\/metrics\/compliance_risk\">ComplianceRiskJudge<\/a>, or define custom metrics for your use case.&nbsp;<\/li>\n\n\n\n<li>Search, filter, and evaluate logs from your test environment to pinpoint AI failures before they create regulatory exposure.&nbsp;<\/li>\n\n\n\n<li>Collaborate with financial and legal subject matter experts to review and annotate your AI outputs directly inside the Opik platform.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-border-color has-custom-decorative-border-dark-border-color has-background is-layout-constrained wp-container-core-group-is-layout-f179550c wp-block-group-is-layout-constrained\" style=\"border-width:1px;border-radius:8px;background:linear-gradient(44deg,rgb(26,30,45) 0%,rgb(43,46,82) 100%);padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-1da03c2a wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-style-comet-checkmarks-accent is-content-justification-left is-layout-constrained wp-container-core-column-is-layout-8df61c51 wp-block-column-is-layout-constrained\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-d6b9ab57 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"33\" height=\"34\" src=\"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/comet-icon.svg\" alt=\"\" class=\"wp-image-18607\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-display-xxs-font-size\" id=\"h-the-comet-enterprise-platform-nbsp\">The Comet Enterprise Platform&nbsp;<\/h3>\n\n\n\n<p>Opik runs on the Comet platform, certified in all relevant compliance frameworks and proven reliable in the world\u2019s largest enterprise environments since 2017.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list is-style-comet-checkmarks-accent is-style-comet-checkmarks-accent--3\">\n<li>Proven at enterprise scale and complexity&nbsp;<\/li>\n\n\n\n<li>Flexible deployment options to meet your data governance needs<\/li>\n\n\n\n<li>Role-based access control, service accounts, &amp; view-only users<\/li>\n\n\n\n<li>SOC 2, ISO 27001, &amp; ISO 9001 certified; GDPR compliant<\/li>\n\n\n\n<li>Dedicated support &amp; uptime SLAs<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--100);padding-bottom:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group alignwide has-background-color has-accent-background-color has-text-color has-background has-link-color wp-elements-a7f309f74dcbc77bb25130f335621486 is-layout-constrained wp-container-core-group-is-layout-2903e0de wp-block-group-is-layout-constrained\" style=\"border-radius:12px;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50);background-image:url(&apos;https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/03\/pattern-4.png&apos;);background-position:50% 50%;background-size:cover;background-attachment:scroll;\">\n<h2 class=\"wp-block-heading has-text-align-center has-background-color has-text-color has-link-color wp-elements-35b3fdad76fde9425d7136d264959cdf\" id=\"h-custom-ai-observability-for-finance-teams\" style=\"margin-top:var(--wp--preset--spacing--24)\">Custom AI Observability for Finance Teams<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-m-font-size\">Tell us what you\u2019re building and we\u2019ll help you set up Opik to govern your agents\u2019 behavior and meet financial services industry requirements.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-0cecd2bf wp-block-buttons-is-layout-flex\" style=\"margin-bottom:var(--wp--preset--spacing--24)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-tertiary-background-color has-background wp-element-button\" href=\"https:\/\/www.comet.com\/site\/about-us\/contact-us\/\" target=\"\" rel=\"\">Contact Us<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Trusted by the most innovative fintech teams Why Financial Institutions Choose Opik AI is unpredictable without the right control systems in place. You need to know what your agents are doing and why \u2014 with feedback loops to find and fix issues before they break the bank. Scale Compliant AI Agents Secure your customer data [&hellip;]<\/p>\n","protected":false},"author":141,"featured_media":0,"parent":19351,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"wp-custom-template-pages-dark","meta":{"customer_name":"","customer_description":"","customer_industry":"","customer_technologies":"","customer_logo":"","footnotes":""},"coauthors":[357],"class_list":["post-19355","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Observability for Financial Services Agents - Comet<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.comet.com\/site\/solutions\/finance\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Observability for Financial Services Agents\" \/>\n<meta property=\"og:description\" content=\"Trusted by the most innovative fintech teams Why Financial Institutions Choose Opik AI is unpredictable without the right control systems in place. You need to know what your agents are doing and why \u2014 with feedback loops to find and fix issues before they break the bank. 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You need to know what your agents are doing and why \u2014 with feedback loops to find and fix issues before they break the bank. Scale Compliant AI Agents Secure your customer data [&hellip;]","og_url":"https:\/\/www.comet.com\/site\/solutions\/finance\/","og_site_name":"Comet","article_publisher":"https:\/\/www.facebook.com\/cometdotml","article_modified_time":"2026-04-16T15:34:25+00:00","og_image":[{"width":2560,"height":1013,"url":"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_site":"@Cometml","twitter_misc":{"Est. reading time":"6 minutes","Written by":"James Shakespeare"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.comet.com\/site\/solutions\/finance\/","url":"https:\/\/www.comet.com\/site\/solutions\/finance\/","name":"AI Observability for Financial Services Agents - Comet","isPartOf":{"@id":"https:\/\/www.comet.com\/site\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.comet.com\/site\/solutions\/finance\/#primaryimage"},"image":{"@id":"https:\/\/www.comet.com\/site\/solutions\/finance\/#primaryimage"},"thumbnailUrl":"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1.webp","datePublished":"2026-03-31T11:51:37+00:00","dateModified":"2026-04-16T15:34:25+00:00","breadcrumb":{"@id":"https:\/\/www.comet.com\/site\/solutions\/finance\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.comet.com\/site\/solutions\/finance\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.comet.com\/site\/solutions\/finance\/#primaryimage","url":"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1.webp","contentUrl":"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2026\/03\/financial-services-opik-screenshot-scaled-1.webp","width":2560,"height":1013},{"@type":"BreadcrumbList","@id":"https:\/\/www.comet.com\/site\/solutions\/finance\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.comet.com\/site\/"},{"@type":"ListItem","position":2,"name":"Solutions","item":"https:\/\/www.comet.com\/site\/solutions\/"},{"@type":"ListItem","position":3,"name":"AI Observability for Financial Services Agents"}]},{"@type":"WebSite","@id":"https:\/\/www.comet.com\/site\/#website","url":"https:\/\/www.comet.com\/site\/","name":"Comet","description":"Build Better Models Faster","publisher":{"@id":"https:\/\/www.comet.com\/site\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.comet.com\/site\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.comet.com\/site\/#organization","name":"Comet ML, Inc.","alternateName":"Comet","url":"https:\/\/www.comet.com\/site\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.comet.com\/site\/#\/schema\/logo\/image\/","url":"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/01\/logo_comet_square.png","contentUrl":"https:\/\/www.comet.com\/site\/wp-content\/uploads\/2025\/01\/logo_comet_square.png","width":310,"height":310,"caption":"Comet ML, Inc."},"image":{"@id":"https:\/\/www.comet.com\/site\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/cometdotml","https:\/\/x.com\/Cometml","https:\/\/www.youtube.com\/channel\/UCmN63HKvfXSCS-UwVwmK8Hw"]}]}},"_links":{"self":[{"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/pages\/19355","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/users\/141"}],"replies":[{"embeddable":true,"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/comments?post=19355"}],"version-history":[{"count":3,"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/pages\/19355\/revisions"}],"predecessor-version":[{"id":19558,"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/pages\/19355\/revisions\/19558"}],"up":[{"embeddable":true,"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/pages\/19351"}],"wp:attachment":[{"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/media?parent=19355"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.comet.com\/site\/wp-json\/wp\/v2\/coauthors?post=19355"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}