GET https://rct.dev.bbntimes.com/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges

Response
200 OK
IP
3.17.9.149
Profiled on
Token
3666a2

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller 
"App\Controller\ArticleController::show"
_firewall_context 
"security.firewall.map.context.main"
_links 
Symfony\Component\WebLink\GenericLinkProvider {#3549
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    3668 => Symfony\Component\WebLink\Link {#3668
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      -attributes: [
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    3667 => Symfony\Component\WebLink\Link {#3667
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      -rel: [
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      -attributes: [
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    3666 => Symfony\Component\WebLink\Link {#3666
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    }
    3663 => Symfony\Component\WebLink\Link {#3663
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      -rel: [
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      -attributes: [
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      ]
    }
    3662 => Symfony\Component\WebLink\Link {#3662
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      -rel: [
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      ]
      -attributes: [
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      ]
    }
    3661 => Symfony\Component\WebLink\Link {#3661
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      -rel: [
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      -attributes: [
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      ]
    }
    3660 => Symfony\Component\WebLink\Link {#3660
      -href: "/build/cookie-style.css"
      -rel: [
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      ]
      -attributes: [
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      ]
    }
    3659 => Symfony\Component\WebLink\Link {#3659
      -href: "/build/term-condition-css.css"
      -rel: [
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      -attributes: [
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      ]
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    3658 => Symfony\Component\WebLink\Link {#3658
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      -rel: [
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      -attributes: [
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    3657 => Symfony\Component\WebLink\Link {#3657
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      -attributes: [
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}
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"article_show"
_route_params 
[
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]
_security_firewall_run 
"_security_main"
_stopwatch_token 
"b92148"
category 
"financial"
slug 
"ai-in-banking-how-can-banks-meet-the-ai-challenges"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"care_did=963be9b1-b4db-4e96-936b-63e07cfa8876; PHPSESSID=mai144rblb9jlkgaq37q2af502"
host 
"rct.dev.bbntimes.com"
user-agent 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level 
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control 
"no-cache, private"
content-type 
"text/html; charset=UTF-8"
date 
"Sat, 22 Feb 2025 13:31:12 GMT"
link 
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token 
"3666a2"

Cookies

Request Cookies

Key Value
PHPSESSID 
"mai144rblb9jlkgaq37q2af502"
care_did 
"963be9b1-b4db-4e96-936b-63e07cfa8876"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 13:31:09 +0000"
Last used 
"Sat, 22 Feb 25 13:31:10 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"4dTfPi_juovFLl44mVfmgz7PjsZQb41frtFygYUJ27A"
_csrf/https-cookie_accept 
"0FybWdhXo1BHG4hgsVnKdLsADA6VIin6tTUhXy1hMoc"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
[
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
Show trace 
[
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
[
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    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
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    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-core/Authentication/Token/Storage/UsageTrackingTokenStorage.php"
    "line" => 41
    "function" => "getMetadataBag"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
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    ]
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]
Symfony\Component\Security\Http\Firewall\ContextListener:171
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-http/Firewall/ContextListener.php"
    "line" => 171
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    "function" => "onKernelResponse"
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    "function" => "__invoke"
    "class" => "Symfony\Component\EventDispatcher\Debug\WrappedListener"
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    "function" => "callListeners"
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Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV 
"dev"
APP_SECRET 
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN 
"*"
DATABASE_URL 
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY 
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY 
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN 
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD 
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG 
"1"
BASE 
"/public"
CONTEXT_DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX 
""
DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE 
"RESPONDER"
GATEWAY_INTERFACE 
"CGI/1.1"
HTTPS 
"on"
HTTP_ACCEPT 
"*/*"
HTTP_ACCEPT_ENCODING 
"gzip, br, zstd, deflate"
HTTP_CONNECTION 
"close"
HTTP_COOKIE 
"care_did=963be9b1-b4db-4e96-936b-63e07cfa8876; PHPSESSID=mai144rblb9jlkgaq37q2af502"
HTTP_HOST 
"rct.dev.bbntimes.com"
HTTP_USER_AGENT 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
PATH 
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
PHP_SELF 
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX 
"plesk-php81-fastcgi"
PP_CUSTOM_PHP_INI 
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING 
""
REDIRECT_BASE 
"/public"
REDIRECT_HTTPS 
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_HTTPS 
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
REDIRECT_REDIRECT_SCRIPT_URL 
"/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7nRn7iBoyj8JZ8-HGyC_QAAAAU"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
REDIRECT_SCRIPT_URL 
"/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7nRn7iBoyj8JZ8-HGyC_QAAAAU"
REDIRECT_URL 
"/public/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
REMOTE_ADDR 
"3.17.9.149"
REMOTE_PORT 
"12878"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740231071
REQUEST_TIME_FLOAT 
1740231071.341
REQUEST_URI 
"/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
SCRIPT_FILENAME 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME 
"/public/index.php"
SCRIPT_URI 
"https://rct.dev.bbntimes.com/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
SCRIPT_URL 
"/financial/ai-in-banking-how-can-banks-meet-the-ai-challenges"
SERVER_ADDR 
"5.196.1.209"
SERVER_ADMIN 
"[no address given]"
SERVER_NAME 
"rct.dev.bbntimes.com"
SERVER_PORT 
"443"
SERVER_PROTOCOL 
"HTTP/1.1"
SERVER_SIGNATURE 
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE 
"Apache"
SSL_TLS_SNI 
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS 
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID 
"Z7nRn7iBoyj8JZ8-HGyC_QAAAAU"

Sub Requests 6

CookieController :: renderAnalysis (token = b14755)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"8b9fe2"

AppController :: renderHeader (token = 7a8780)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"106d86"
slug 
"home"

ArticleController :: trendingArticle (token = 88c754)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"6e6d5e"
category 
"Finance"

ArticleController :: relatedArticles (token = 99cd9c)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"943812"
current_article 
App\Entity\Article {#1094
  -id: 10565
  -title: "AI in Banking - How Can Banks Meet the AI Challenges? "
  -slug: "ai-in-banking-how-can-banks-meet-the-ai-challenges"
  -introtext: "<p>Artificial Intelligence (AI) is enabling digital transformation in the banking industry.</p>\r\n"
  -content: """
    \r\n
    <p>As per a joint research conducted by National Business Research Institute and Narrative Science in 2020, about 32% of banks are already using AI technologies such as predictive analytics and voice recognition, thus increasing the need and demand for<a href="https://appinventiv.com/ai-ml-development-services/?utm_source=bbntimes&amp;utm_medium=content_outreach&amp;utm_campaign=paid_gp&amp;utm_term=ai_development_services&amp;utm_content=ai_in_banking" target="_blank" rel="noopener"> AI development services</a> globally.&nbsp;</p>\r\n
    <p>With AI, <a href="financial/how-machine-learning-is-impacting-the-finance-industry" target="_blank" rel="noopener">banks can enhance customer experiences</a>, secure payments, deliver personalized content, and improve ROI. In fact, McKinsey estimates that AI can add up to USD 1 trillion of value each year for global banking.</p>\r\n
    <p>As banks are implementing and integrating <a href="https://www.britannica.com/technology/artificial-intelligence" target="_blank" rel="noopener">AI technology</a> into their business processes, they are also facing unique challenges, which is hampering the technology’s adoption at full scale.&nbsp;</p>\r\n
    <p><img src="/images/With_AI_banks_can_enhance_customer_experiences.png" alt="With_AI_banks_can_enhance_customer_experiences.png" width="601" height="338" /></p>\r\n
    <h2>Challenges in AI adoption in the Banking Sector</h2>\r\n
    <p>Evidently, the <a href="financial/how-vr-and-ar-are-the-future-of-banking" target="_blank" rel="noopener">banking sector</a> is facing two types of challenges. While on one hand, they need to achieve speed and agility in their operations, on the other hand, they also need to continue managing the security standards and regulatory compliances.</p>\r\n
    <p>To better understand the challenges, let us look at the three major obstacles banks face.&nbsp;&nbsp;&nbsp;&nbsp;</p>\r\n
    <h2>Legacy Infrastructure</h2>\r\n
    <p>Implementation of AI into business processes often pose new requirements for data, infrastructure, and technology needed to build and scale models. It is not only expensive to replace large legacy systems but building AI banking applications can be compute-intensive, resulting in off-putting upfront costs.&nbsp;</p>\r\n
    <h2>Governance Structures and Regulations</h2>\r\n
    <p>Implementation of any new technology can be at odds with the highly regulated banking and financial services industry. Risk and compliance teams may struggle to understand the potential vulnerabilities or create appropriate internal regulations. Without the right governance, the deployed AI solution may result in unintended consequences such as access denied to financial products or privacy breaches.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</p>\r\n
    <h2>Lack of Clear Strategy</h2>\r\n
    <p>In a constantly evolving technological environment, amid high costs for new infrastructure and human capital, executives may fail to fully embrace AI technology. If that happens, it will be difficult to implement a successful organization-wide strategy to effectively utilize the AI technological capabilities.&nbsp;</p>\r\n
    <h2>The Future of AI in Banking</h2>\r\n
    <p>Despite the industry’s current challenges, the future of AI in banking is bright. As <a href="https://www.finextra.com/blogposting/20672/ai-is-enabling-digital-transformation-across-the-financial-services-industry">reported by Finextra</a> in July 2021, about 83% of financial service providers believe that AI is important to their company’s future success. Also, about 34% businesses believe that AI will increase their company’s revenue by 20% or more.&nbsp;&nbsp;</p>\r\n
    <p>As AI technology continues to gain momentum, enterprises will not only look forward to gaining new capabilities and leveraging the growing <a href="https://www.mobileappdaily.com/mobile-applications-in-banking-finance">importance of mobile apps in banking</a>, but they will also prepare legacy systems with dynamic technologies.&nbsp;</p>\r\n
    <h2>How Banks Can Adopt the AI-First Approach</h2>\r\n
    <p>With the promising future and current adoption challenges of AI in banking, how can banks leverage the technology to remain competitive in the market?&nbsp;</p>\r\n
    <p>Banks must invest in transformation capabilities across four areas - customer engagement, AI-powered decision-making, core technology, and operating model. While each of them have a unique individual role to play, when all of them work in unison, they enable a bank to provide customers with distinctive omnichannel experiences and drive rapid innovation cycles critical to remaining competitive in the market.&nbsp;</p>\r\n
    <ul>\r\n
    <li aria-level="1">Customer engagement: With the rapid technological advances, customers expect their banks to be present throughout their journey to enable a frictionless experience. For the bank to be present in customers’ lives always, while solving their latent and emerging needs, they will have to reimagine how they engage with their customers and undertake the required shifts.</li>\r\n
    </ul>\r\n
    <ul>\r\n
    <li aria-level="1">AI-powered decision-making: Banks will have to utilize the full potential of AI technology to be able to deliver personalized messages and decisions to millions of users in near-real-time. The AI techniques applied across multiple bank domains can either replace or augment human judgment to produce significant outcomes (such as higher accuracy), enhance customer experience, and gain actionable insights for employees.&nbsp; &nbsp;</li>\r\n
    </ul>\r\n
    <ul>\r\n
    <li aria-level="1">Core technology: To integrate AI in banking processes successfully, banks require scalable and resilient core technology components such as a technology-forward strategy, modern API architecture, and data management techniques. A weak legacy infrastructure needing modernization can reduce the effectiveness of investments made in the above two areas - customer engagement and AI-powered decision-making.&nbsp;</li>\r\n
    </ul>\r\n
    <ul>\r\n
    <li aria-level="1">Platform operating model: To incorporate AI successfully, banks will need a new operating model for their organizations to achieve the required agility and unlock the value across the aforementioned areas. The platform operating model envisions cross-functional teams in a bank organized as a series of platforms. Each platform team controls its assets such as data, infrastructure, and KPIs. In return, the team delivers a suite of products or services either to end customers or to other platforms within the bank.&nbsp; &nbsp; &nbsp;&nbsp;</li>\r\n
    </ul>\r\n
    <h2>Final Thoughts</h2>\r\n
    <p>A practical way to get started with an AI-first approach is to evaluate how the bank’s strategic goals can be accomplished using AI technologies. Once this is thought through, banks should evaluate their transformation capabilities across all the four areas mentioned above. Once this is evaluated, banks can convert the insights into an executable transformation roadmap.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1641924185 {#1145
    date: 2022-01-11 18:03:05.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1641924200 {#1150
    date: 2022-01-11 18:03:20.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 5539
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1641924185 {#1148
    date: 2022-01-11 18:03:05.0 UTC (+00:00)
  }
  -metakey: "AI in Banking - How Can Banks Meet the AI Challenges?"
  -metadesc: "Artificial Intelligence (AI) is enabling digital transformation in the banking industry."
  -robots: null
  -publishedAt: DateTime @1641924185 {#1147
    date: 2022-01-11 18:03:05.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = a9a3e5)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"8fff96"

CookieController :: renderCookie (token = 295649)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"b24e4f"