{"id":4179,"date":"2024-01-02T21:14:04","date_gmt":"2024-01-02T21:14:04","guid":{"rendered":"https:\/\/solutionsreview.com\/business-process-management\/?p=4179"},"modified":"2024-01-02T21:14:21","modified_gmt":"2024-01-02T21:14:21","slug":"pragmatic-ai-the-key-to-building-business-resiliency-during-economic-uncertainty","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/business-process-management\/pragmatic-ai-the-key-to-building-business-resiliency-during-economic-uncertainty\/","title":{"rendered":"Pragmatic AI: The Key to Building Business Resiliency During Economic Uncertainty"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium_large wp-image-4180\" src=\"https:\/\/solutionsreview.com\/business-process-management\/files\/2024\/01\/Pragmatic-AI-768x384.jpg\" alt=\"\" width=\"768\" height=\"384\" srcset=\"https:\/\/solutionsreview.com\/business-process-management\/files\/2024\/01\/Pragmatic-AI-768x384.jpg 768w, https:\/\/solutionsreview.com\/business-process-management\/files\/2024\/01\/Pragmatic-AI-300x150.jpg 300w, https:\/\/solutionsreview.com\/business-process-management\/files\/2024\/01\/Pragmatic-AI.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/p>\n<p style=\"text-align: justify;\"><em><strong>As part of Solutions Review&#8217;s <a href=\"https:\/\/solutionsreview.com\/solutions-review-contributor-guidelines\/\" target=\"_blank\" rel=\"noopener\">Contributed Content Series<\/a>\u2014<span class=\"ui-provider bkp bkq c d e f g h i j k l m n o p q r s t bkr bks w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">a collection of contributed articles written by our\u00a0<a class=\"external\" href=\"https:\/\/insightjam.com\/share\/W9PNIZN-ugApeSN3?utm_source=manual\" target=\"_blank\" rel=\"noopener nofollow\">enterprise tech thought leader community<\/a><\/span>\u2014<span class=\"TextRun Underlined SCXW39313676 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW39313676 BCX0\">Chloe Stephenson<\/span><\/span><span class=\"TextRun SCXW39313676 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW39313676 BCX0\">, the Senior Product Strategy Manager at <\/span><\/span><a class=\"Hyperlink SCXW39313676 BCX0\" href=\"https:\/\/certinia.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW39313676 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW39313676 BCX0\">Certinia<\/span><\/span><\/a>, explains why a pragmatic AI strategy might be the key to maintaining business resiliency amidst economic uncertainties.<\/strong><\/em><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\"><a href=\"https:\/\/insightjam.com\/share\/W9PNIZN-ugApeSN3?utm_source=manual\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-3998 alignleft\" src=\"https:\/\/solutionsreview.com\/business-process-management\/files\/2023\/10\/insightjam_logo.jpg\" alt=\"\" width=\"100\" height=\"100\" srcset=\"https:\/\/solutionsreview.com\/business-process-management\/files\/2023\/10\/insightjam_logo.jpg 100w, https:\/\/solutionsreview.com\/business-process-management\/files\/2023\/10\/insightjam_logo-60x60.jpg 60w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/a>The global economy is currently facing many challenges, including <\/span><span data-contrast=\"auto\">rumblings of a potential<\/span><span data-contrast=\"none\"> recession. In the United States, the Federal Reserve has been raising interest rates to combat inflation, but this is also hurting economic growth. Meanwhile, Germany is on track to enter its second recession this year, and the <\/span><a href=\"https:\/\/ifs.org.uk\/publications\/uk-outlook-fallout\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Institute for Fiscal Studies<\/span><\/a><span data-contrast=\"none\"> predicts that Britain will see a &#8220;moderate&#8221; recession in 2024. As a result, many businesses in the United States and those with global operations are <\/span><span data-contrast=\"auto\">looking to profitability rather than growth to drive earnings. They are<\/span><span data-contrast=\"none\">\u00a0looking for innovative ways to mitigate the risks of <\/span><span data-contrast=\"auto\">an economic downturn<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">Even during the most challenging economic times, technology investments can be crucial for businesses that want to stay ahead of the curve and emerge from the downturn stronger than ever. Companies are more likely to experience <\/span><a href=\"https:\/\/www.bain.com\/insights\/the-new-recession-playbook\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">dramatic gains or losses<\/span><\/a><span data-contrast=\"none\"> during economic downturns than in normal years because of strategic investments or inaction. <\/span><span data-contrast=\"auto\">I<\/span><span data-contrast=\"none\">nvesting in AI and automation technology <\/span><span data-contrast=\"auto\">could prove fruitful through<\/span> <span data-contrast=\"auto\">efficiency-related gains<\/span><span data-contrast=\"none\">, especially if done pragmatically<\/span><span data-contrast=\"auto\"> targeting your business&#8217;s most impactful use cases.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b><span data-contrast=\"auto\">Current State of the AI Investment Landscape<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">Integrating AI into core operations\u2014like service delivery and resource planning\u2014can significantly transform organizations&#8217; operations<\/span><span data-contrast=\"auto\">.<\/span> <span data-contrast=\"auto\">These efficiency and productivity improvements can <\/span><span data-contrast=\"none\">result in significant cost savings. AI<\/span><span data-contrast=\"none\">\u00a0can also help companies better understand customers&#8217; needs and preferences<\/span> <span data-contrast=\"none\">to i<\/span><span data-contrast=\"auto\">mprove<\/span> <span data-contrast=\"auto\">sales and customer satisfaction KPIs<\/span><span data-contrast=\"none\">. AI has g<\/span><span data-contrast=\"auto\">rowing <\/span><span data-contrast=\"none\">adoption rates, but there is still room for increased adoption and usage in the enterprise. According to <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2023-generative-AIs-breakout-year\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">McKinsey&#8217;s State of AI report<\/span><\/a><span data-contrast=\"none\">, <\/span><span data-contrast=\"auto\">7 percent<\/span><span data-contrast=\"none\"> of business and professional services respondents use AI regularly for work, while 41 percent have tried it at least once.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">Despite this business potential, AI can also be risky, especially during economic uncertainty. The cost of developing and implementing AI solutions can be high, and there is no guarantee the investment will pay off. <\/span><span data-contrast=\"none\">PWC&#8217;s most recent <\/span><a href=\"https:\/\/www.pwc.com\/us\/en\/library\/pulse-survey\/business-reinvention.html\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Pulse Survey<\/span><\/a><span data-contrast=\"none\"> ranked &#8220;investing in new technologies&#8221; as the top strategic business change for the next 12 to 18 months, with 46 percent of respondents saying they&#8217;ll invest in generative AI specifically. Interestingly, the same report found that 88 percent of executives struggle to capture value from their technology investments. <\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">Common challenges include a lack of understanding of AI technology, a shortage of skilled AI talent, and a lack of integration between AI systems and existing business processes. The risk of AI investment is compounded by the fact that many businesses are not well-equipped to adopt AI effectively. With a healthy dose of pragmatism and<\/span><span data-contrast=\"auto\"> proactive skepticism (no one wants to fall foul of AI washing),<\/span> <span data-contrast=\"auto\">you can mitigate that risk and focus on <\/span><span data-contrast=\"none\">emerging AI use <\/span><span data-contrast=\"auto\">cases that help your <\/span><span data-contrast=\"none\">services business<\/span> <span data-contrast=\"none\">gain a competitive edge in the face of economic uncertainty.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b><span data-contrast=\"auto\">The Pragmatic Approach to AI<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">What is a &#8220;Pragmatic AI approach&#8221;? <\/span><a href=\"https:\/\/certinia.com\/blog\/pragmatic-ai-for-services-delivery-what-is-it-and-how-do-i-use-it\/?utm_source=solutions-review&amp;utm_medium=affiliate&amp;utm_campaign=thought_leadership\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Pragmatic AI<\/span><\/a><span data-contrast=\"none\"> targets real-world, tangible problems businesses face today rather than aspirational or flashy use cases. By leveraging curated datasets, AI models, and expert support, organizations can unlock hidden insights, predict trends, and make informed decisions that drive growth and streamline operations. It is a user-friendly approach designed for success, with measurable outcomes that help organizations achieve accuracy, efficiency, and confidence to act with certainty and allow businesses to calculate their return on investment.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Businesses can use this approach to<\/span><span data-contrast=\"none\">\u00a0implement game-changing technologies while<\/span><span data-contrast=\"none\">\u00a0minimizing risk concerns and have much-needed savings in times of economic uncertainty and beyond. <\/span><span data-contrast=\"auto\">Some service-specific examples of unlocking<\/span><span data-contrast=\"none\"> efficiency and cost-savings for areas include enhanced resource allocation, improved service margins and efficiency, and accurate cash flow forecasting.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">To ensure a successful pragmatic approach to AI adoption, companies should take the following steps:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"none\">1) Ensure a &#8220;Clean&#8221; Data and Governance Plan<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">Before jumping in, teams must take a temperature check on their current assets. A clear signal a business might not be AI-ready is if it lacks &#8220;clean&#8221; data and a governance plan. Pragmatic AI is only as good as the data it is trained on. Therefore, businesses must have clean, high-quality data before implementing pragmatic AI solutions. This means cleaning up data for errors and inconsistencies and ensuring it is properly formatted and labeled. A governance plan is also imperative to manage AI data. This plan should include policies for data collection, storage, access, and use. It is also essential to have a process for monitoring and updating AI models as the data changes.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"none\">2) Take Inventory of the Business Problems<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">In a pragmatic approach, the key to success is to focus on solving current business problems. Businesses should start by identifying the most important challenges they face and then look for solutions that help solve them. For example, an embedded services organization in a software development company, like any, wants to ensure margin and utilization targets are met when assigning resources to work. However, it also values the career aspirations of its employees, the type of work they enjoy, and their working style to build great implementation teams of driven, satisfied individuals. The AI model analyzes historical data on resource allocation and metrics associated with delivery success, then matches that with forward-looking data to find the best consultant-project match.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:360,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"none\">3) Look for Integration Opportunities in Existing Workflows<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:360,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<p style=\"text-align: justify;\"><span data-contrast=\"none\">To ensure ease of adoption and effective use among teams, pragmatic AI solutions should be user-friendly and straightforward to integrate into existing workflows. This means that the solution should be able to seamlessly connect with the company&#8217;s existing systems and tools, such as their enterprise resource planning (ERP) system. This allows employees to access and use pragmatic AI solutions without switching between different systems, which can be time-consuming and disruptive. These solutions should also be designed to be easy to use and understand, even for employees who are not technical experts. This will help ensure employees can quickly learn how to use pragmatic AI solutions and benefit from them as soon as possible.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559738&quot;:360,&quot;335559739&quot;:360,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b><span data-contrast=\"auto\">Preparation for Future Economic Uncertainty<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">With economic uncertainty looming,<\/span><span data-contrast=\"none\"> it is more important than ever for businesses to build resilienc<\/span><span data-contrast=\"auto\">e through investment<\/span><span data-contrast=\"none\"> in innovative ways to mitigate risks and improve profitability. Pragmatic AI is a low-risk approach to AI adoption that can help companies achieve these goals by improving efficiency, reducing costs, and increasing revenue. By taking steps toward implementing this pragmatic approach, businesses can prepare and be ready for success despite the economic challenges <\/span><span data-contrast=\"auto\">the future may bring<\/span><span data-contrast=\"none\">.<\/span><\/p>\n<hr \/>\n<p style=\"text-align: justify;\"><div class=\"widget\"><div class=\"aside-card\">\t\t\t<div class=\"textwidget\"><p><a class=\"speedbump-2\" href=\"https:\/\/solutionsreview.com\/business-process-management\/free-bpm-buyers-guide\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-1682\" src=\"https:\/\/solutionsreview.com\/business-process-management\/files\/2019\/02\/bpm-speedbump.jpg\" alt=\"Download Link to BPM Buyers Guide\" width=\"800\" height=\"225\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As part of Solutions Review&#8217;s Contributed Content Series\u2014a collection of contributed articles written by our\u00a0enterprise tech thought leader community\u2014Chloe Stephenson, the Senior Product Strategy Manager at Certinia, explains why a pragmatic AI strategy might be the key to maintaining business resiliency amidst economic uncertainties. The global economy is currently facing many challenges, including rumblings of [&hellip;]<\/p>\n","protected":false},"author":1008,"featured_media":4180,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[4],"tags":[1541,2179,1727,2181,1858,2180],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pragmatic AI: The Key to Building Business Resiliency During Economic Uncertainty<\/title>\n<meta name=\"description\" content=\"As part of Solutions Review\u2019s\u00a0Contributed Content Series, Chloe Stephenson at Certinia, explains why a pragmatic AI strategy is important.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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