Latest news with #Playwright
Business Wire
6 days ago
- Business
- Business Wire
LambdaTest and Lab49 Forge a Strategic Partnership to Advance AI-driven Software Testing in Financial Services
SAN FRANCISCO--(BUSINESS WIRE)-- LambdaTest, a GenAI-native quality engineering platform, has entered a strategic partnership with Lab49, a leading consultancy specializing in strategy, design, and technology for capital markets, to help financial services organizations modernize their software testing and drive digital innovation. LambdaTest and Lab49 forge a strategic partnership to advance AI-driven software testing in financial services The partnership brings together LambdaTest's next-generation AI-native test automation capabilities and Lab49's proven track record of delivering enterprise-grade solutions to the world's leading financial institutions. Together, they aim to accelerate digital transformation initiatives by enabling faster, smarter, and more resilient software delivery pipelines. 'With growing digital adoption and increasing regulatory pressure, particularly in the financial sector, software testing must evolve beyond speed and accuracy,' said Sudhir Joshi, VP - Alliances and Channels at LambdaTest. 'Lab49's advanced FSI domain and technology expertise perfectly aligns with the strengths of our AI-native testing platform. This partnership enables financial institutions to reduce release risk, accelerate delivery, and provide exceptional digital experiences.' With increasing demand for secure, scalable, and high-performing applications in banking, trading, and asset management, the collaboration between LambdaTest and Lab49 will help institutions embrace intelligent testing strategies. By using AI-driven automation, self-healing test execution, and real-time quality insights, teams can reduce testing cycles and improve time-to-market. 'Our clients face immense complexity and pressure to innovate within tight regulatory frameworks,' said Kaim Khairov, Head of Engineering at Lab49. 'By partnering with LambdaTest, we're enabling them to harness AI-native automation to streamline quality engineering, minimize operational risk, and accelerate the delivery of robust digital platforms.' This strategic alliance reinforces both companies' commitment to reshaping enterprise software testing and enabling the future of intelligent, AI-powered engineering within financial services and beyond. About LambdaTest LambdaTest is a GenAI-native Quality Engineering Platform that empowers teams to test intelligently, smarter, and ship faster. Built for scale, it offers a full-stack testing cloud with 10K+ real devices and 3,000+ browsers. With AI-native test management, MCP servers, and agent-based automation, LambdaTest supports Selenium, Appium, Playwright, and all major frameworks. AI Agents like HyperExecute and KaneAI bring the power of AI and cloud into users' software testing workflow, enabling seamless automation testing with 120+ integrations. LambdaTest Agents accelerate your testing throughout the entire SDLC, from test planning and authoring to automation, infrastructure, execution, RCA, and reporting. For more information, visit About Lab49 Lab49, owned by ION Group, is a consultancy that creates bespoke technology in partnership with the most important companies in finance. A singular focus on finance, integrated strategy, design, and product development expertise position the firm uniquely to deliver best-in-class solutions tailored to clients' complex and varied commercial and technical needs. An established partner in financial markets, Lab49 has delivered hundreds of projects for most of the world's tier-one investment banks and the largest buy-side firms globally. For more information, visit
Geeky Gadgets
6 days ago
- Business
- Geeky Gadgets
How Claude Code MCP Servers Can Cut Data Retrieval Costs by 85%
What if you could cut your data retrieval costs by a staggering 85%, identify security vulnerabilities before they become critical, or even optimize your user interface with AI-driven precision? In the fast-paced world of software development, where every second counts and every decision impacts the final product, tools like these are no longer luxuries—they're necessities. Enter the realm of Model Context Protocol (MCP) servers, a innovative suite of technologies designed to streamline workflows, enhance security, and elevate project outcomes. Whether you're managing sprawling codebases or fine-tuning user experiences, the right MCP server can mean the difference between a good project and a great one. In the video overview below Sean Kochel introduces five standout MCP servers—tools that are redefining how developers approach their craft. From REF's targeted data retrieval system to Playwright's UI optimization capabilities, each server offers unique solutions to common development challenges. You'll discover how these tools can save time, reduce costs, and improve the quality of your work, all while keeping you ahead of the curve in an ever-evolving industry. By the end, you might just find the perfect addition to your development toolkit—or perhaps, five. After all, innovation thrives on the right tools in the right hands. Top 5 MCP Servers REF: Streamlined Data Retrieval REF is a highly effective tool designed to optimize how you access and manage data. Unlike traditional methods that require loading entire datasets, REF focuses on retrieving only the most relevant information. This targeted approach can reduce token usage by up to 85%, cutting costs and improving efficiency. By integrating REF into your workflow, you can quickly access essential documentation and data, allowing faster decision-making and allowing you to focus on critical development tasks. This tool is particularly valuable for developers managing large-scale projects where time and resource optimization are paramount. Semgrep: Proactive Code Security Scanning Security remains a cornerstone of successful software development, and Semgrep provides a proactive solution to safeguard your code. With a robust database of over 2,000 rules, Semgrep scans your codebase to identify vulnerabilities and offers actionable recommendations to address them. By catching potential issues early in the development cycle, you can ensure your applications remain secure and compliant with industry standards. This tool is essential for developers aiming to deliver reliable software while minimizing the risk of security breaches. 5 Claude Code MCP Servers You Need To Be Using Watch this video on YouTube. Advance your skills in Model Context Protocol (MCP) servers by reading more of our detailed content. Pieces: AI-Driven Developer Memory Graphs Pieces introduces an innovative approach to managing your development history through its AI-powered 'developer memory graph.' This feature creates a comprehensive map of past solutions, errors, and related concepts, allowing you to recall and reuse previous work efficiently. By connecting these elements, Pieces saves you time and effort, whether you're troubleshooting or building on prior projects. This tool ensures that you have the necessary context to work effectively, making it an invaluable resource for developers handling complex or long-term projects. Exa Search: Optimized Technical Search Engine Exa Search is a specialized search engine tailored to the needs of developers. It provides precise and up-to-date information by surfacing technical blogs, academic papers, and implementation guides. This tool ensures that you have access to resources aligned with modern best practices, allowing you to find detailed answers to complex questions quickly. By using Exa Search, you can stay informed about the latest advancements in the field, making it an essential tool for developers striving to remain competitive in a rapidly changing industry. Playwright: UI Automation and Optimization Playwright uses AI to automate and refine user interface (UI) design. Its feedback loops assess your UI against established UX/UI guidelines, providing grades and actionable suggestions to enhance accessibility and overall polish. By incorporating Playwright into your workflow, you can create applications that deliver seamless, user-friendly experiences. This tool is particularly beneficial for developers focused on building intuitive and visually appealing software, making sure that your applications meet high standards of usability and design. The Value of These Tools in Modern Development The five MCP servers discussed—REF, Semgrep, Pieces, Exa Search, and Playwright—address critical challenges faced by developers in today's fast-paced software landscape. Their practical applications and benefits include: REF: Reduces data retrieval costs and enhances focus on relevant information, streamlining workflows. Reduces data retrieval costs and enhances focus on relevant information, streamlining workflows. Semgrep: Strengthens code security by identifying vulnerabilities early and providing actionable fixes. Strengthens code security by identifying vulnerabilities early and providing actionable fixes. Pieces: Saves time by mapping and reusing past development efforts, improving efficiency. Saves time by mapping and reusing past development efforts, improving efficiency. Exa Search: Delivers precise, up-to-date technical resources to support informed decision-making. Delivers precise, up-to-date technical resources to support informed decision-making. Playwright: Optimizes UI design for accessibility and user satisfaction, enhancing the end-user experience. By integrating these tools into your development process, you can tackle complex challenges with greater confidence and efficiency. Each server offers unique capabilities that address specific aspects of software development, from data management and security to technical research and UI design. Together, they empower developers to create high-quality, user-friendly applications that meet the demands of today's competitive software environment. Media Credit: Sean Kochel Filed Under: AI, Guides, Top News Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.
Martechvibe
23-07-2025
- Business
- Martechvibe
Why Synthetic Monitoring is The Backbone of AI-Powered CX Reliability
Synthetic monitoring is becoming essential as brands scale conversational AI and omnichannel CX. From preventing outages to testing intent flows, learn how proactive testing safeguards trust in every interaction. As enterprises embrace conversational AI, chatbots, and omnichannel automation, there's one often-overlooked discipline holding it all together: synthetic monitoring. Without it, a single IVR failure or latency spike can derail millions of interactions undermining not just systems, but customer trust. Yet many brands still rely on static alerts or manual checks, exposing critical blind spots. According to a Business Research Company report, global contact centre AI spend will surge from $17 billion in 2025 to nearly $50 billion by 2031, growing at a staggering 24.7% CAGR. As enterprise teams layer new AI services onto their stacks, they're discovering that these advances demand a fresh approach to operational reliability. Reliability is the unsung hero of AI-powered customer experience. UiPath's recent strategy offers a powerful example. The company built an in-house synthetic monitoring system using Playwright and cloud-scale infrastructure, catching 80% of incidents before real users were affected. That preemptive approach, testing outside of business hours and at scale, has become mission-critical. The global synthetic monitoring market, currently valued at $1.4 billion in 2024, is projected to grow to $3.8 billion by 2033, signaling growing enterprise demand. Scale Matters: Testing More Than Just a Few Paths That said, not all monitoring solutions are equal. In large-scale environments, sporadic scripted tests leave dangerous gaps. This point is echoed by Vigneshwaran Jagadeesan , Technology Architect at Cognizant: 'You need 50 to 100 synthetic calls daily across all business lines,' he stresses. It's not optional but fundamental. And automation is the only way to achieve that scale without burning through resources. Jagadeesan highlights three core pillars for modern synthetic monitoring: Continuous validation : Beyond release cycles, health checks run autonomously, catching errors in real time. Multichannel coverage : Voice, chat, messaging, and API interactions, all must be included in daily tests. Intent-based scripting : Especially in AI-driven systems, tests simulate real conversational patterns not rigid commands. Measurable Gains for CX and Stability This data-driven approach delivers measurable benefits: early identification of routing issues, latency spikes, or degraded speech analytics. It's why forward-thinking CX teams measure IVR response times, AI response latency, and call quality not just for uptime, but for experience quality before a customer ever notices. However, implementing this architecture is far from simple. Jagadeesan warns of two major challenges. First, designing synthetic test coverage at scale requires thoughtful testing logic and infrastructure to manage hundreds of calls daily. Second, compliance with PHI/PII regulations adds layers of complexity, test scripts must mask data, rotate credentials, and avoid privacy leaks. Yet tools like Cyara Pulse 360 are helping close the gap; in Q2 2025, Cyara announced omnichannel synthetic monitoring across 150+ interaction points, with conversational AI capabilities baked in. The result? Faster detection of edge-latency, better IVR flows, and improved orchestration across bots, agents, and APIs. For martech leaders, synthetic monitoring enables: Preempt disruptions , avoiding revenue hits and SLA breaches Validate new AI services , ensuring they work as marketed Measure performance proactively , so CX outcomes inform your dashboards ALSO READ: The CX Problem Nobody Talks About—and How to Fix It As CX tech stacks become smarter, they're also becoming hidden minefields. Without automated, preemptive testing, AI agents, chatbots, and IVRs may perform well in demos but fail in the wild. If a martech roadmap includes AI-enhanced CX , it needs to start with synthetics. Leaders need to Invest in autonomous, intent-based monitoring that runs daily, across channels. A focus on multichannel test orchestration, scalable scripting, and data masking capabilities can also go a long way. It's advisable to engage IT and compliance teams early and make synthetic monitoring a joint KPI. Because when AI fails, customers don't care where the bug lives, they only feel the gap. The Unsung Hero of CX Reliability Synthetic monitoring isn't a new concept. In fact, it's been quietly running in the background of enterprise IT for years ensuring APIs respond, servers don't crash, and apps don't fail at login. But in the age of conversational AI and dynamic CX ecosystems, it's finally getting its due. This time, it's not just about detecting outages. It's about preserving trust in an era where customers interact across voice, messaging, apps, and bots often without ever speaking to a human. When those experiences fail, it's not IT's problem. It's a brand problem. 'Synthetic monitoring is often underestimated because it's not flashy,' says Jagadeesan. 'But it's the difference between proactive CX and firefighting.' And with the growing complexity of customer journeys, it might just be one of the most strategic martech investments your team can make in 2025. ALSO READ: The Silent Loyalty Killer: Internal Misalignment Between CX and Operations Chandni is an Editor with a keen interest in customer-obsessed ideas. A journalist by profession and a writer at heart, she is committed to martech and CX content that resonates with readers across industries. View More Locala's omnichannel advertising platform leverages granular insights and cutting-edge AI to help marketers plan, activate, and measure campaigns that are personalised to the local consumer. It specialises in transforming complex mobility and consumer data into actionable audience insights, fueling advanced media strategies. VISIT WEBSITE Blue Prism is a global software provider, offering ROM 2, an intelligent automation implementation methodology that empowers teams to scale their digital workflow. One of its use cases is sales and marketing solutions, which is powered by artificial intelligence (AI) and machine learning (ML) algorithms. VISIT WEBSITE Pega is a combined business process management and robotic process automation (RPA) platform that comes with workforce analytics features. It offers a wide variety of tools such as Pega Email Bot to automate repetitive tasks with personalised customer replies at scale. VISIT WEBSITE EdgeVerve, a subsidiary of India-based IT company Infosys Technologies, offers RPA software for major enterprise companies. Its AssistEdge Robotic Process Automation provides machine learning and AI tools called Infosys Nia. Its AssistEdge RPA enables global marketing and distribution companies to automate 970+ manual tasks at scale. VISIT WEBSITE Clevertap is a comprehensive platform that allows global marketers to get unified customer data analytics and omnichannel engagement in one place. VISIT WEBSITE UseResponse is a fully customisable customer support and feedback software, helping companies to better understand the needs of their customers. It provides the capabilities of multichannel ticketing, live chat with messengers aggregator, chatbot, feedback community portal, and knowledge base. VISIT WEBSITE Survicate is a drag-and-drop, multichannel survey builder, helping brands effortlessly collect and analyse customer feedback. It offers 23+ one-click, native integrations, enabling advertisers and marketers to create follow-up campaigns based on real-time customer feedback. VISIT WEBSITE SAP Sales Cloud comes with end-to-end solutions and offers AI-fueled insights for understanding customers' preferences. It helps build customer profiles at scale. It also empowers users to automatically manage contact information, which streamlines clients' journeys. VISIT WEBSITE Freshsales by Freshworks is an AI-powered software that streamlines the sales cycle by automating mundane tasks and personalising customer engagement. It generates quality leads and nurtures relationships by understanding visitor intent in real-time. VISIT WEBSITE Developed for midsize enterprises and large organisations, Creatio offers end-to-end CRM software solutions, allowing users to manage sales, marketing, and services all in one place. For marketing professionals, it provides Marketing Creatio, an omnichannel marketing platform to orchestrate customer journeys and accelerate lead-to-revenue. VISIT WEBSITE Salesforce is a global technology provider, offering low code/no-code, AI-powered capabilities. Marketers and advertisers can harness its technologies for multiple use cases like B2B strategies, cross-channel personalisation, real-time analytics, and more. VISIT WEBSITE SAS offers embedded CDP capabilities, letting marketers unify customer data, understand digital activity and enable analytically driven, real-time activation. It comes with data activation facility that enables marketers to pull only the data they want, further reducing data migration costs. VISIT WEBSITE Blueshift is a scalable CDP platform that offers AI-driven capabilities for clubbing real-time events with related data from various sources. It streamlines these insights into unified customer profiles, enabling marketers to automatically personalise their targeting goals. VISIT WEBSITE Wotnot is a genAI-powered , no-code chatbot platform, helping the sales and marketing team to engage with visitors on their website via personalised conversations, catering to their lead-generation goals. It offers platform-based solutions, such as AI Studio, a GPT chatbot builder, and an analytics dashboard. VISIT WEBSITE Aisera is a generative AI platform provider that offers AI Copilot, AiseraGPT, and AiseraLLM for various domains. With Aisera, enterprises can accelerate the development of their LLMs or purchase ready-to-use generative AI solutions with pre-trained LLMs using customer data to reduce hallucinations. VISIT WEBSITE Deliotte offers Ncyte, an all-in-one analytics solution. Utilising patented algorithms, proprietary data models and predictive analytics, Ncyte delivers actionable insights for various marketing functions. With Nycte, data and marketing teams can pre-define events such as attributed campaign performance to evaluate their efforts with live notifications. VISIT WEBSITE CleverTap is a customer engagement and retention platform that offers the functionality to integrate app analytics and marketing. Powered by TesseractDB, a purpose-built database for engagement & retention, it combines the features of audience analytics, omnichannel engagement, and product A/B testing for marketing functions. VISIT WEBSITE Oracle Advertising and Customer Experience (CX), lets advertisers personalise their campaigns. Its flagship product, Oracle Moat, a comprehensive analytics and measurement platform, provides a suite of solutions across marketing and ad intelligence. Moat helps reach prospective customers, capture consumer attention, and measure the outcomes to unlock business potential. VISIT WEBSITE Meta Ads is a social media advertising platform leveraging the user base from Facebook, Instagram and Whatsapp to deliver personalised ads at scale. It offers Meta Business Suite and Meta Business Manager for managing and tracking ad performance. Utilising its AI-powered tools, advertisers can partially or fully automate with complete control over their ads. VISIT WEBSITE WebEngage is an end-to-end customer data platform, helping brands to strategise their customer engagement and retention functions. It supports third-party integration for use cases including customer segmentation, omnichannel engagement, and survey & feedback. VISIT WEBSITE ServiceNow features Robotic Process Automation Hub (RPA Hub), a scalable genAI-powered platform for orchestrating and managing a robotic workforce to execute various business processes. Its workflow automation enables tasks like lead management and campaign execution and supports integration with popular marketing tools to streamline processes. VISIT WEBSITE Tealium is a comprehesive customer data platform helping brands orchestrate and manage their data activation from a marketing standpoint. Its AudienceStream CDP functionality enables marketers to create custom campaigns via 1300+ integration options for several use cases. VISIT WEBSITE Qualaroo is a saas-based online survey creator offering Qualaroo Nudge, a proprietary technology for uploading custom properties for airtight targeting. It enables marketers to 'nudge' when user clicks on a page element, helping them to target visitors on their real-time activity. VISIT WEBSITE Zendesk is a Danish-American company that offers software-as-a-service products with the capabilities of omnichannel integrations. Its omnichannel messaging platform enables sales and marketing teams to easily track and consolidate customer tickets from various sources, ensuring enhanced customer experiences. VISIT WEBSITE WebEngage is an all-in-one marketing platform that integrates omnichannel engagement with live analytics features. It offers AI/ML-driven product recommendations engine that enables marketers to boost conversion for all channels, including the web and mobile apps. VISIT WEBSITE Sprinklr is a comprehensive enterprise software company offering omnichannel support capabilities for all customer-focused marketing functions. It provides no-code, easy-to-build API integrations to access real-time customer data from multiple sources — such as CRM, CDP and ecommerce platforms. VISIT WEBSITE SAP provides omnichannel marketing capabilities through its flagship product: SAP Emarsys. By accessing its purpose-built reports, teams can determine the effectiveness of their marketing campaigns, segments, and channels in achieving sales goals. Its B2B account engagement features let brands deliver predictable and personalised marketing-led B2B insights at scale. VISIT WEBSITE MoEngage is a global AI-driven marketing platform that enables brands to orchestrate omnichannel campaigns from a single intuitive interface. Utilising MoEngage's User Path Analysis capabilities, marketing teams can target customers across 10+ channels, depending on their purchase behaviour. VISIT WEBSITE Intuit Mailchimp is an AI-powered omnichannel platform that offers email and marketing automation functions. With its customised pre-built audience segments, marketers can scale their campaigns based on individual contacts' demographic information and shopping behaviour. VISIT WEBSITE Hubspot is a cloud-based, scalable customer platform that offers various marketing automation solutions with omnichannel support capabilities. It enables marketers to create omnichannel campaigns to connect and interact with customers across multiple channels in real-time. VISIT WEBSITE Bloomreach is an all-inclusive marketing automation platform that comes with omnichannel orchestration supports for various use cases, such as marketing campaign personalisation, and headless CMS commerce platform experience. VISIT WEBSITE Agillic specialises in offering global brands a comprehensive Omnichannel Marketing Automation Platform that enables them to create personalised marketing campaigns. Its multichannel marketing capabilities support multiple integrations, such as Playable and Sleeknote for lead generation, Zapier for automating routine processes, among others. VISIT WEBSITE Adobe Experience Cloud features Adobe Campaign, enabling marketers to synchronise their customer data from various channels for omnichannel marketing. By leveraging its omnichannel integration with Adobe Journey Optimiser, brands can build multi-step journeys, campaigns, and personalised real-time moments that follow their customers across channels. VISIT WEBSITE ActiveCampaign is an intelligent multichannel marketing automation platform that enables marketers to seamlessly connect campaigns across the channels that matter most to them. It helps enterprises streamline personalised marketing, transactional emails, and one-to-one CRM interactions throughout the customer lifecycle. VISIT WEBSITE UiPath offers a comprehensive AI-powered robotic automation platform, enabling marketers to streamline recurring functions, such as lead automation and customer engagement. Utilising its capabilities, marketers can personalise and automate customer interactions, depending on their needs and preferences. VISIT WEBSITE SAP is a composable marketing automation technology provider, offering SAP Intelligent RPA solutions to automate repetitive, rules-based business processes, including marketing and sales. Using its tech stack, marketers can automatically extract product data from manufacturers' websites, update online inventory and import website and email sales. VISIT WEBSITE Microsoft offers Power Automate, a low-code and AI-powered RPA software that helps marketers streamline tasks like lead management, email campaigns, social media management, data analysis, content publishing, and customer feedback. Leveraging its capabilities, businesses can automate repetitive tasks, such as lead capture and email marketing workflows. VISIT WEBSITE IBM offers AI-powered Robotic Process Automation capabilities for CRM and marketing functions. It enables users to automate workflows with integrated OCR and intelligent chatbots, distribute work across multiple bots without human interventions and manage emails via low-code authoring tools. VISIT WEBSITE Hyland offers an AI-powered comprehensive robotic automation software suite, enabling marketers' teams to automate their campaigns. Its Natural Language Processing (NLP) technology allows businesses to automate repetitive marketing functions, such as execution of targeted and personalised strategies in near real-time. VISIT WEBSITE Datamatics is an intelligent automation platform, offering TruBot RPA designer, a low-code bot design tool for marketing teams to create customised bots quickly. It provides 500 pre-built components, enabling low-code design and rapid deployment capabilities with drag-and-drop options. VISIT WEBSITE Automation Anywhere offers Automation Success Platform powered by Vertex AI, enabling enterprises to develop a cloud-based digital workforce at scale. Leveraging its bots, ML, and AI technologies, marketers can automate their marketing and sales processes. One of its popular offerings is Automation Co-Pilot, a genAI-powered assistant that empowers businesses to create and summarise content. VISIT WEBSITE Appian is a global technology provider, delivering end-to-end process automation with RPA, AI, IDP and API integrations. Utilising the readily available APIs of this low-code platform, teams can create a series of connected digital business applications including customer management and marketing. VISIT WEBSITE Powered by Zoho Corporation, Zoho Analytics enables marketers to track all critical metrics in a single platform to enhance marketing outcomes. The company offers 75 pre-built data visualisation reports and dashboards on marketing performance for collaborative analysis. With its AI-powered assistant, marketers can generate automated insights, predict future trends, and configure smart alerts. VISIT WEBSITE Semrush is an online visibility management and content marketing SaaS platform, offering marketing analytics tools to global businesses. Its open-source analytical tools include Market Explorer and Traffic Analytics for understanding market trends and website traffic respectively. VISIT WEBSITE Nielsen is a global audience insights, data and analytics solution provider, helping marketers measure what people listen to and watch. It offers a comprehensive, AI-powered Nielsen Marketing Cloud platform with sub-products such as Audience Segments, Scarborough, and Advanced Audiences to understand audiences for different targeting initiatives. VISIT WEBSITE MoEngage is a full-stack marketing automation platform, offering consumer insights and analytics solutions for marketers to understand customer LTV. With MoEngage Analytics, they can measure user engagement, spot behavioural patterns, and act on retention to prevent app uninstalls. VISIT WEBSITE Microsoft Clarity is a behavioural analysis tool that helps marketers understand user interaction with their website. It supports features like Session recordings, Heatmaps, and ML insights in real time. Processing more than a petabyte of data from over 100 million users per month, Clarity accommodates limitless traffic for various marketing measurements at scale. VISIT WEBSITE Powered by AI-led insights, Merkle offers scalable marketing analytics and CX technology solutions, helping brands to optimise their campaigns. Some of its flagship solutions are Measurement & Media analytics, Consumer & Experience insights, and Product & Market intelligence. VISIT WEBSITE Hubspot offers marketing analytics and dashboard software, enabling businesses to make data-backed decisions for use cases, such as revenue generation, site analytics and detailed reporting. Leveraging the capabilities of its multi-touch revenue attribution model, marketers can monitor real-time website traffic via unique tracking codes. VISIT WEBSITE Google Analytics is an open-source analytics tool by Google, enabling marketing teams within organisations to better understand their customers via valuable insights. Consequently, businesses can use those insights to take action, such as website improvement and tailored audience list creation. VISIT WEBSITE Adverity is an integrated data analytics platform, enabling marketers to automate their customer's data integration and visualisation functions. It offers 600+ pre-built data connectors to popular marketing platforms, social media networks, SEO tools, and marketing automation solutions. The platform also provides pre-build dashboards to generate tailored reports. VISIT WEBSITE Adobe Experience Cloud offers Adobe Analytics and Adobe Target within its analytics tools solutions, enabling marketers to execute in-depth analysis of their customer data. Adobe Analytics allows the sales and marketing teams to mix, match, and analyse data from any digital point in the customer journey. VISIT WEBSITE Ahrefs features a suite of analytics tools under its Ahref Enterprise offering. It offers API and Looker Studio connectors, enabling marketing teams to elevate their SEO strategy with enterprise-grade and insights. Some of the criteria for its API endpoints include Backlinks, Organic & Paid Traffic, SERPs, Website health score and more. VISIT WEBSITE StackAdapt is a multi-channel programmatic advertising platform, enabling digital marketers to customise their strategy. It offers open and flexible DSP (Digital Signal Processing) capabilities for executing tailored ad campaigns. Furthermore, its ad previewer lets marketing teams preview video, display and native ads on desktop or mobile across 500+ publishers, covering 23 verticals. VISIT WEBSITE Rakuten is a global affiliate ad technology company, enabling advertisers to optimise their marketing strategies with data-driven insights. It offers AI-powered forecasting and benchmarking capabilities and dynamic multi-touch commissioning tools, allowing advertisers to customise their campaigns. It also supports first-party data collection integrations for both B2B and B2C marketers. VISIT WEBSITE Nielsen offers Nielsen Ad Intel, a cross-platform advertising intelligence platform with actionable insights to identify prospects, analyse brand strategies and learn from past advertising campaigns. It offers various advertising intelligence features such as ad spend monitoring, competitive benchmarking, global competitive insights and expert data harmonisation. VISIT WEBSITE Magnite is an independent sell-side advertising technology provider, enabling publishers to monetise their content across all screens and formats. It offers Magnite Streaming, a singular supply-side platform that merges technology from the Magnite CTV and SpotX platforms. Utilising this functionality, marketers can identify their potential audiences to restructure their targeting strategies. VISIT WEBSITE IBM offers a comprehensive suite of Watson Advertising to agencies and marketers. With Watson Advertising's AI-powered assistant, advertisers can customise their advertisements, based on real-time ad results. It also supports functionalities of cookieless advertising, ad fraud management and brand safety measurements. VISIT WEBSITE Google features a comprehensive list of AI-powered Ad tools under its Google Ads offering. Some of its popular tools include Keywords Planner, Ads Editor, Reach Planner, Ads Mobile App, Insights Finder, Ads API, and Recommendations Page. Additionally, it offers Google AdMob to help businesses plan their in-app revenue generation strategy. VISIT WEBSITE Criteo is an all-in-one connected commerce media platform, enabling marketers and agencies to scale their digital and physical assets. Leveraging the capabilities of its AI-powered technology, brands can develop strategies for intent-based product recommendations, multi-prolonged accessibility, contextual advertising, and more. VISIT WEBSITE Basis Tecnologies (formerly known as Centro), is a programmatic advertising platform, offering ad management tools for search, social and site direct via a single interface. Its flagship products are Basis Assistant and Basis Automate+. Basis Assistant is a Chrome extension, connecting 20+ platforms and tools, and Basis Automate+ is a digital advertising automation tool for simplifying campaign process. VISIT WEBSITE AppsFlyer is a mobile attribution company, helping mobile advertisers to identify their ad network. It offers a measurement suite, giving app marketers full visibility into their customer journeys while preserving their privacy. Utilising its AI-powered Creative Optimisation platform, marketers can formulate their creative strategy. VISIT WEBSITE Adtriba is a cross-channel digital marketing management platform based on data-driven attribution modelling. Its solutions include Adtriba Triangulation, enabling advertisers to witness the integration of diverse measurement methods, such as Marketing Mix Modelling (MMM), Multi-Touch Attribution (MTA) and Incrementality Testing. VISIT WEBSITE Adobe Experience Cloud offers connected advertising solutions with its natively integrated Adobe Advertising platform. Its consultancy-based reporting options come with AI-powered optimisation features, helping advertisers analyse their ad performance via 200+ measurement metrics. Utilising its connected TV (CTV) and search, social, and commerce tools, marketers can optimise their customer acquisition strategy. VISIT WEBSITE specialises in Conversational AI, generating autonomous conversations that appear human-like. These conversations form the foundation of brand engagement. Their AI-powered, no-code Dynamic Automation Platform manages around two billion conversations from a multitude of channels in numerous languages. VISIT WEBSITE Sprinklr offers a comprehensive suite of 250+ AI-intent bot templates for various industry verticals to accelerate bot development. Its specialised AI and compliant rule engine enables marketers to modify and automate their promotional campaigns for better engagement via suggestion-based personalised bots. VISIT WEBSITE Meta's new class of generative AI features and creative tools allow users to create and share custom stickers or update the visual style of their photos with a simple text prompt. They can also chat with 28 different AIs and get unique perspectives on topics like travel, games and food. VISIT WEBSITE is a UI-based platform that allows marketers to create a chatbot quickly and deploy it easily on multiple channels. Leveraging the capabilities of its conversational builder, enterprises can build the Dialogflow using dialogue messages. Some of its popular offerings include XO: Experience Optimisation and GALE(Beta). VISIT WEBSITE IBM watsonx Assistant is an interactive virtual agent that utilises natural language and AI, enabling users to set it up on their app and website. It offers fast and accurate responses to customers, enhancing their overall experience and satisfaction with its adaptive learning capabilities. VISIT WEBSITE Haptik helps enterprises manage their customer lifecycle with generative AI-powered conversational solutions to boost marketing and sales. It offers Contakt and Interakt to enhance overall CX, where Interakt enables marketers to send hyper-targeted and personalised campaigns to drive customers to take action on WhatsApp. VISIT WEBSITE Dialogflow is an all-in-one platform for developing chatbots, voice bots, and virtual agents using natural language understanding and Google AI. It helps marketing teams create conversational agents that can handle common customer requests and issues, such as FAQs, and order status at scale. VISIT WEBSITE Dialpad is a fully integrated unified conversation intelligence platform that utilises ongoing ML(Machine Learning) algorithms and does not require coding to configure a chatbot. It offers real-time insights and tips, helping marketing teams customise their approach for every customer. VISIT WEBSITE is a low code-no code, enterprise-grade generative AI platform offering readily available LLMs for CX transformations. Its omnichannel reporting and analytics suite for marketing enables organisations to streamline their customer journeys. VISIT WEBSITE is a global conversational AI technology provider optimised for operational efficiency at scale. It offers self-learning AI capabilities that emphasise Natural Language Understanding (NLU) along with intent suggestions. VISIT WEBSITE Avaamo is an all-in-one conversational AI platform for enterprises offering a suite of industry-specific skills developed to automate and resolve common use cases. It offers Outreach, which enables marketers to educate and engage with customers across existing touchpoints through proactive and personalised communication. VISIT WEBSITE Amazon Lex offers fully managed conversational AI interfaces with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. It enables sales and marketing teams to automate user tasks in their applications like the CRM and across any digital channel. VISIT WEBSITE Zendesk is an AI-powered customer feedback software provider, offering customer satisfaction (CSAT) software to businesses across multiple industries. Its marketplace offers 1600+ apps and integrations, enabling marketers to create a complete customer feedback system. VISIT WEBSITE UserVoice provides product feedback management software for SaaS businesses. Its UserVoice Validation tool delivers actionable user insights to inform roadmap strategy. From testing ideas to ensuring satisfaction with released features, it helps research and marketing teams gather quick user feedback throughout the entire product lifecycle. VISIT WEBSITE Twilio provides integrated Mindful Feedback functionality within its Flex offering, enabling marketers to automatically take action based on real-time customer feedback. It automatically collects customer feedback after Flex interactions by capturing feedback over post-call voice IVR, outbound voice IVR, conversational SMS, Web SMS, email, and web surveys. VISIT WEBSITE Trustpilot offers ML and AI-powered feedback management tools, helping marketers build trust and loyalty through customer reviews. Its AI-driven Review Insights tool enables marketers to identify growth areas from negative feedback, whereas its Image Generator tool lets them enhance social media engagement. VISIT WEBSITE Survey Monkey is a global online survey and forms tech stack provider, offering AI-fueled market research solutions to businesses. Its enterprise feedback management program provides 250+ templates with the capabilities of customisation, allowing organisations to build tailored survey forms. VISIT WEBSITE Sprinklr is a unified customer experience platform (CXM), offering AI-powered feedback management capabilities with its flagship product: Sprinklr Surveys. It integrates solicited customer feedback with unified-CXM data, enabling brands to derive meaningful, actionable insights. Utilising its genAI-powered survey builder, marketers can create conversational surveys to streamline their NPS strategies. VISIT WEBSITE Salesforce is a comprehensive customer-oriented technology provider offering a feedback management suite. Salesforce's survey responses help marketers create personalised surveys based on their existing customers' data. Some of the supported applications of its feedback management platform are genAI-powered survey form development and sentiment-insights-based survey collections. VISIT WEBSITE QuestionPro is an online feedback software provider, offering ready-made survey templates to businesses across 40+ countries. Leveraging the capabilities of its customer satisfaction templates, advertisers and marketers can create and gather tailored questions. VISIT WEBSITE Qualtrics is an all-in-one customer experience solution provider, offering website & app feedback tools for organisations to collect customer feedback efficiently. Its digital experience analytics capabilities combined with DXA integrations, bring together verbal and behavioural data for in-depth analysis of user feedback. VISIT WEBSITE HubSpot is a one-stop marketing platform, providing customer feedback software under its Service Hub offerings. Its pre-built APIs include net promote score (NPS), customer effort score (CES), and customer satisfaction (CSAT) surveys, allowing marketers to strengthen their customer loyalty strategy. VISIT WEBSITE Medallia is a comprehensive platform, enabling marketers to capture feedback from all customer touch points. Some of its popular feedback management software capabilities include Sense360 for analysing consumer spending, Medallia Video to automatically extract meaningful insights from customer's feedbacks and Agile Research for creating branded surveys in real-time. VISIT WEBSITE Zeotap lets brands integrate, unify, segment and orchestrate customer data, fostering a cookieless future. It offers a 'Non-Customer Entity Data' feature that helps marketers to integrate both customer and non-customer entity data. VISIT WEBSITE Twilio provides, Twilio Segment, an AI-powered CDP, enabling marketers to streamline their personalised customer engagement journeys. It brings together clean, consented customer data for real-time insights with 450+ pre-built connectors. VISIT WEBSITE Syntasa provides data-ready CDP capabilities, equipping marketers with essential tools to prepare their customer data. It offers real-time sentiment analytics capabilities, helping enterprises derive behavioural insights from unified user profiles to foster hyper-personalised experiences. VISIT WEBSITE SAP is a company-wide customer data management platform, helping marketers improve engagement, conversion, and retention. It offers a genAI-powered data model, enabling enterprises to unify their B2B and B2C customers' profiles to reach their personalisation goals. VISIT WEBSITE Oracle is a global database management company, providing CDP solutions, under its flagship product: Oracle Unity. Its AI-powered models enable marketers to create hyper-personsalised campaigns with predictive insights by streamlining real-time customer data from heterogeneous sources. VISIT WEBSITE Growthloop is a composable CDP platform, allowing marketing and sales team to action their data at scale. It offers GrowthLoop Audience Builder, enabling marketers to initiate their lead generation functions. VISIT WEBSITE Adobe Experience Cloud offers a real-time CDP, letting users create high-value audience segments for B2C and B2B use cases across their marketing funnel. It follows a cookieless marketing approach to automatically unify customer data across various online and offline channels in real-time. VISIT WEBSITE ActionIQ is a composable CDP platform that offers audience segmentation, acquisition marketing, and Customer 360 capabilities. It integrates analytical tools, enabling marketers to collect and analyse their first-party customer data at scale. VISIT WEBSITE Zoho CRM leverages automation and comprehensive analytics to empower any sales team, fostering stronger customer loyalty. Ideal for both small businesses and enterprises, this software enables enhanced productivity and tailored solutions through predictive intelligence. VISIT WEBSITE Zendesk offers Zendesk Sell, an easy-to-deploy CRM platform that is simple to deploy and navigate, catering to businesses of any scale. Its mobile-friendly Sell app has the functionalities of geolocation, helping sales and marketing teams. Offering an all-in-one CRM platform, organisations can implement use cases like prospecting, engagement, lead generation and communication capabilities. VISIT WEBSITE SugarCRM is a global CRM software provider, helping marketing, sales, and service teams improve efficiency through automation, data, and intelligence in near real-time. It offers Sugar Market, an all-in-one marketing automation platform that helps marketers to automate their campaign with higher ROI. VISIT WEBSITE Salesforce is a one-stop sales and support CRM software that regularly updates customer records, tracks emails and calls, and creates organised support processes for quicker customer responses. Its simple and scalable infrastructure is ideal for businesses of all sizes. VISIT WEBSITE Pipedrive stands out with its emphasis on automation, tailorability, and seamless integration. Purposefully built to enhance the efficiency and productivity of sales professionals, this CRM solution has an intuitive setup and robust capabilities. It facilitates lead generation, comprehensive sales analytics, and seamless business expansion. VISIT WEBSITE Oracle NetSuite CRM, a component of Oracle's business software suite, is for all midsize and booming businesses that want a comprehensive, integrated CRM solution with ERP capabilities. Using it, customers and partners can directly interact with the platform, freeing the additional work load for their sales team. VISIT WEBSITE Microsoft Dynamics 365 Sales represents a robust cloud-based CRM solution brimming with features such as pipeline assessment, relationship analytics, and conversational intelligence. It utilises AI-powered insights to provide actionable intelligence via predictive analytics, lead scoring and sentiment analysis. VISIT WEBSITE Less Annoying is a CRM software that utilises a straightforward search feature within its contact management system, making it easy to track contacts. It is ideal for small-sized businesses and offers a highly intuitive and user-friendly interface. VISIT WEBSITE Insightly offers CRM software solutions for enterprises looking to understand their audience data across various marketing functions. It integrates seamlessly with third-party apps, streamlining workflow automation, including bulk emailing and report generation. VISIT WEBSITE HubSpot's sleek dashboard with consolidated CRM tools simplify complex customer data, further transforming it into meaningful insights. Complementing typical CRM functionalities, HubSpot provides tailored options, including conversation intelligence and email monitoring. VISIT WEBSITE Apptivo delivers adaptable and web-based CRM solutions, enabling marketing and sales teams to streamline all customer service requirements across various devices and browsers. Despite its focused feature set, it encompasses over 65 interconnected applications alongside a robust sales pipeline management tool, ensuring efficient tracking of potential leads without any downtime. VISIT WEBSITE Sitecore offers composable cloud solutions with its flagship products, Sitecore Experience Platform(XP) and Sitecore Experience Manager (XM). They help marketers to overcome scalability challenges. Some of its features include intuitive visual editing, headless delivery, marketing automation, scalable personalisation, data and machine learning capabilities. VISIT WEBSITE Salesforce Experience Cloud is a platform that helps enterprises link clients, partners, and employees to securely exchange information and documents. Built on its Customer 360 platform, Salesforce's DXP ensures seamless integration with any solution in the Salesforce ecosystem. VISIT WEBSITE Oracle Cloud offers a comprehensive suite of platform-based marketing automation solutions for personalised B2B and B2C automation campaigns. Some of its featured products are Eloqua Marketing Automation, CrowdTwist Loyalty and Engagement, and Unity Customer Data Platform. VISIT WEBSITE Optimizely is a digital experience platform (DXP) provider that offers Optimizely One, an easy-to-use and fully integrated suite. It provides a single, unified workflow with thoughtfully embedded AI and machine-learning algorithms, accelerating work across the entire marketing lifecycle. VISIT WEBSITE OpenText offers a cloud-native, scalable platform for enterprises to streamline their marketing functions. It provides fully composable content management, digital asset management, creative workflows, personalisation, targeting and customer data technologies in one place, ensuring a holistic approach to B2B, B2E and B2C experiences. VISIT WEBSITE Neptune DXP is a PaaS(Platform-as-a-Service) provider, helping marketing teams build custom apps based on modular, reusable application building blocks. The company offers flexible environments to businesses across different verticals, further providing personalised digital solutions at scale. VISIT WEBSITE Magnolia is a composable DXP that comes with no-code connector packs and low-code micro-frameworks for third-party integrations. It also offers an open-source version alongside its commercial plans enabling enterprises to build tailored use cases. VISIT WEBSITE Liferay DXP helps marketers deliver personalised and connected digital experiences across a broad range of channels, including customer portals, websites, intranets, mobile apps, and connected devices. It offers intuitive CMS, user analytics, and site management tools that businesses need to launch, test and optimise digital experiences for faster go-to-market. VISIT WEBSITE Powered by IBM Consulting, IBM iX offers a composable DXP, providing a comprehensive solution to make enterprises' systems future-ready. Utilising its data-driven insights and intelligent workflows, marketers can design and deliver human-centred experiences across the customer lifecycle. VISIT WEBSITE HCL Digital Experience (DX), forms part of a wider HCL Customer Experience (CX) product portfolio, offering core capabilities such as content management, DAM, CDP called Signals, and low-code application development. It provides services in government, life sciences, insurance, financial services, and other verticals. VISIT WEBSITE Contentstack is a headless CMS and Composable Digital Experience Platform (DXP) solution provider that helps marketers gain a competitive edge. It recently launched into Google Cloud Marketplace, and is also available on Microsoft Azure and AWS. It seamlessly enables mid-market brands to adopt its omnichannel campaign engine to drive higher conversions and sales. VISIT WEBSITE Bloomreach Commerce Experience Cloud provides businesses an edge with its modular capabilities: Content Management System (CMS), Discovery features for search and merchandising optimisation, and Engagement tools such as Customer Data Platforms (CDP) for personalisation and analytics. VISIT WEBSITE Adobe Experience Cloud offers a comprehensive set of services specifically designed to address the day-to-day requirements for personalised customer experience at scale. Its platform helps manage different digital content and assets to improve customer satisfaction. Some of its products include Adobe Gen Studio, Experience Manager Sites, Real-time CDP, and Marketo Engage. VISIT WEBSITE Acquia offers DXP solutions, comprising of two main elements: Acquia Drupal Cloud and Acquia Marketing Cloud. It can be accessed in both platform-as-a-service (PaaS) and software-as-a-service (SaaS) with additional components such as Site Factory for multisite management, digital asset management (DAM), CDP, personalisation, and Campaign Studio. VISIT WEBSITE
Business Wire
16-07-2025
- Business
- Business Wire
Cognida.ai Launches Codien: An AI Agent to Modernize Legacy Test Automation and Fast-Track Test Creation
SUNNYVALE, Calif.--(BUSINESS WIRE)--Codien today announced the launch of its new AI agent, designed to simplify and accelerate the transition from legacy test automation frameworks like Protractor and Selenium to the modern Playwright framework. Developed by the team at Codien also streamlines the creation of new Playwright tests using natural language. We built Codien to empower teams to modernize testing quickly and efficiently. — Abid Mohammed, co-founder of For years, many teams relied on Protractor and Selenium for end-to-end web application testing. While Protractor was a favorite, its deprecation now forces teams to migrate. And though Selenium tests remain common, adopting Playwright; a modern, powerful testing framework; unlocks significant benefits for efficiency and speed. This shift has presented a considerable challenge for engineering teams with extensive test suites built on older frameworks, often leading to months-long migration projects or complex rewrites. "We recognized the complexities engineering teams faced when migrating legacy test systems and the need for a more intelligent path forward for test automation," said Abid Mohammed, co-founder of who led the development of Codien. "That's why we built Codien, to empower teams to modernize their testing quickly and efficiently." Feroze Mohammed, co-founder of added, "The vision for has always been to leverage our AI expertise and create innovative products for developers and QA teams. Codien represents a significant starting step in that direction, bringing intelligent automation directly into the testing workflow." Codien is an intelligent Playwright automation tool specifically designed for test managers, test leads, test engineers, coders, and engineering managers who want to modernize their testing quickly and efficiently, without the usual headaches of manual migration. It addresses critical pain points in test automation by providing effortless migration from Protractor or Selenium to Playwright fast and accurately. Codien's AI engine instantly converts Selenium and Protractor testing codebases to Playwright at scale, reducing migration time from days or weeks to minutes. It also offers intelligent test creation, helping users write new Playwright tests faster by generating clean, reliable Playwright automation testing scripts from plain English descriptions. Furthermore, Codien ensures accuracy by going beyond simple conversion; it understands your source tests, gradually converts them, and validates each new Playwright test in real-time to ensure correct functionality and that you can trust the results. The user experience is straightforward through an intuitive desktop application, available for macOS, Windows, and Linux. Users simply create a project, scan their source code to automatically discover all test cases, and then initiate the conversion. They can watch Codien convert and validate tests live, one by one, with a clean, intuitive dashboard keeping them updated on progress and status. Built with a local-first architecture, Codien ensures your test files and code remain on your device, keeping your data private and secure. Only minimal, relevant code snippets are securely sent to large language models via encrypted HTTPS, with no files uploaded, stored, or retained after processing. Codien operates on a flexible pay-as-you-go model with no subscriptions or vendor lock-in. Users can get started for free, utilize initial credits risk-free, and purchase standard credit packs that never expire. Enterprise support is also available for tailored solutions. The Codien team invites test managers, test leads, test engineers, coders, and engineering managers to check out the product on Product Hunt and experience a more efficient approach to testing modernization. Check it out here. is your Practical AI Expedition Partner for Real Business Outcomes and is a cutting-edge Enterprise AI solutions provider, delivering Practical AI to drive digital transformation across North American Enterprises. Codien by helps engineering teams migrate legacy test automation frameworks to Playwright and generate new tests using artificial intelligence, focusing on efficiency, accuracy, and data privacy. Codien is a product of
Yahoo
15-07-2025
- Yahoo
LambdaTest Enables Playwright Testing on iOS Real Devices to Enhance Mobile Test Accuracy
New capability enables QA teams to automate Playwright scripts on real iPhones and iPads for unmatched mobile testing precision SAN FRANCISCO, July 09, 2025--(BUSINESS WIRE)--LambdaTest, a GenAI-powered quality engineering platform, has announced support for Playwright testing on real iOS devices, enabling mobile web teams to run automated tests on actual iPhones and iPads using Safari. This update helps QA and engineering teams validate user experiences with far greater accuracy than simulators or emulators can offer. Testing mobile web apps on virtual environments often leads to discrepancies in real-world behavior such as missed touch interactions, inconsistent browser rendering, and undetected performance bottlenecks. LambdaTest now eliminates that uncertainty by allowing developers to execute Playwright tests on physical iOS devices. While Playwright itself does not natively support real iOS hardware, LambdaTest's integration bridges that gap, providing seamless access to Apple's Safari browser on real devices. Users can integrate directly with their CI/CD pipelines, run parallel tests across devices, and access rich debugging artefacts like network logs, command logs, and video recordings, making issue resolution faster and more effective. "We're committed to helping developers ship faster without compromising on quality," said Mayank Bhola, Co-Founder and Head of Product at LambdaTest. "With Playwright testing now available on real iOS devices, teams can finally close the accuracy gap in mobile browser automation and deliver digital experiences that feel right to every user, every time." LambdaTest continues to push forward in enabling seamless, real-world testing at scale. This latest release gives teams the confidence to catch bugs earlier and optimize performance in real user conditions on real devices. To learn more about Playwright Testing on iOS Real Devices, please visit About LambdaTest LambdaTest is a GenAI-powered Quality Engineering Platform that empowers teams to test intelligently, smarter, and ship faster. Built for scale, it offers a full-stack testing cloud with 10K+ real devices and 3,000+ browsers. With AI-native test management, MCP servers, and agent-based automation, LambdaTest supports Selenium, Appium, Playwright, and all major frameworks. AI Agents like HyperExecute and KaneAI bring the power of AI and cloud into your software testing workflow, enabling seamless automation testing with 120+ integrations. LambdaTest Agents accelerate your testing throughout the entire SDLC, from test planning and authoring to automation, infrastructure, execution, RCA, and reporting. For more information, please visit View source version on Contacts press@ Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data
