{"id":572,"date":"2025-11-18T11:07:56","date_gmt":"2025-11-18T11:07:56","guid":{"rendered":"https:\/\/www.contata.com\/blog\/?post_type=news&#038;p=572"},"modified":"2026-02-24T11:31:34","modified_gmt":"2026-02-24T11:31:34","slug":"starting-your-ai-journey-how-to-assess-readiness-and-build-a-clear-roadmap-2","status":"publish","type":"news","link":"https:\/\/www.contata.com\/blog\/starting-your-ai-journey-how-to-assess-readiness-and-build-a-clear-roadmap-2\/","title":{"rendered":"Starting Your AI Journey: Assessing Readiness and Building a Roadmap"},"content":{"rendered":"\r\n\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>Why AI Readiness Matters<\/strong><\/p>\r\n\r\n\r\n\r\n<p><span class=\"TextRun SCXW139752504 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">Jumping straight into AI without preparation is like trying to build a house on shaky ground. In fact, studies show that a vast majority of AI pilot projects never make it to full production because companies <\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">weren\u2019t<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\"> truly prepared for what AI implementation entails. Success with AI <\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">isn\u2019t<\/span> <span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">just about having<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\"> the right technology or hiring a few experts. As research from Microsoft highlights, <\/span><\/span><strong><span class=\"TextRun SCXW139752504 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">AI success <\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">isn\u2019t<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\"> solely about technology<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">;<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\"> strategic, organizational, and cultural factors are equally critical<\/span><\/span><\/strong><span class=\"TextRun SCXW139752504 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">. In other words, if your company <\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">isn\u2019t<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\"> ready in terms of strategy, data, people, and processes, even the best algorithms might <\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\">fail to<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"normaltextrun\"> deliver value.<\/span><span class=\"NormalTextRun SCXW139752504 BCX0\" data-ccp-charstyle=\"eop\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;920dbcde-2834-5e15-a5fa-062170b236ba|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;eop&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;eop&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">\u202f<\/span><\/span><\/p>\r\n<p><span class=\"TextRun SCXW17547481 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">Conducting an <\/span><\/span><a href=\"https:\/\/www.contata.com\/ai-data-readiness-services\"><strong><span class=\"TextRun SCXW17547481 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\">AI readiness assessment<\/span><\/span><\/strong><\/a><span class=\"TextRun SCXW17547481 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\"> helps you take an honest look at where you stand. It <\/span><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\">identifies<\/span><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\"> gaps in key areas that influence AI success. For example, do you have a clear business strategy for AI, or are you experimenting without direction? Is your data accessible and high<\/span> <span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\">quality enough to fuel AI models? Do your teams have the necessary skills, and is your company culture supportive of <\/span><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\">data<\/span> <span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\">driven<\/span><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\"> decision making? By answering questions like these, an AI readiness check ensures you focus on groundwork before chasing shiny AI solutions. <\/span><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\">It\u2019s<\/span><span class=\"NormalTextRun SCXW17547481 BCX0\" data-ccp-charstyle=\"normaltextrun\"> far better to discover and fix weaknesses early than to have an AI project stall later because of an unforeseen organizational roadblock.<\/span><\/span><\/p>\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>Key areas to evaluate <\/strong>in an AI readiness assessment typically include<strong>:<\/strong><\/p>\r\n\r\n\r\n\r\n<ul>\r\n<li><strong>Business Alignment \u2013<\/strong> <span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\">Are<\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\"> your AI initiatives aligned with <\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\">real business<\/span> <span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\">objectives<\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\">? AI should directly support your strategic goals (<\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\">e.g.<\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\"> improving customer experience or <\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\">optimizing<\/span><span class=\"NormalTextRun SCXW85831893 BCX0\" data-ccp-charstyle=\"normaltextrun\"> operations) rather than being a solution looking for a problem.<\/span><\/li>\r\n<li><strong>Data and Technology \u2013<\/strong> <span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\">Do<\/span><span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\"> you have the data infrastructure and quality <\/span><span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\">required<\/span><span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\">? High<\/span> <span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\">quality, relevant <\/span><span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\">data<\/span><span class=\"NormalTextRun SCXW245717418 BCX0\" data-ccp-charstyle=\"normaltextrun\"> and scalable infrastructure (cloud platforms, data pipelines, etc.) are essential for AI success.<\/span><\/li>\r\n<li><strong>Skills and Experience \u2013<\/strong> <span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\">What<\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\"> is your current AI talent and <\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\">expertise<\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\">? Organizations with some AI experience or access to external experts can execute projects more effectively. If you lack inhouse AI teams, <\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\">you\u2019ll<\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\"> need a plan to <\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\">acquire<\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\"> skills (<\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\">we\u2019ll<\/span><span class=\"NormalTextRun SCXW278266 BCX0\" data-ccp-charstyle=\"normaltextrun\"> cover strategies in a later article).<\/span><\/li>\r\n<li><strong>Organization and Culture \u2013<\/strong> <span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\">Is<\/span> <span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\">there<\/span><span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\"> leadership support and an <\/span><span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\">AI friendly<\/span><span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\"> culture? Successful AI adoption requires strong executive sponsorship, employee buy<\/span> <span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\">in, and a culture that embraces innovation and data<\/span> <span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\">driven decision<\/span> <span class=\"NormalTextRun SCXW106086756 BCX0\" data-ccp-charstyle=\"normaltextrun\">making. If people are fearful or resistant, change management is needed upfront.<\/span><\/li>\r\n<li><strong>Governance and Ethics \u2013<\/strong> <span class=\"NormalTextRun SCXW224280267 BCX0\" data-ccp-charstyle=\"normaltextrun\">Have<\/span><span class=\"NormalTextRun SCXW224280267 BCX0\" data-ccp-charstyle=\"normaltextrun\"> you addressed AI governance? Clear policies for responsible AI use (data privacy, security, ethical guidelines) should be in place from the start. Proper governance ensures AI is used in compliance with regulations and company values.<\/span><\/li>\r\n<\/ul>\r\n<p><span class=\"TextRun SCXW188005005 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">By assessing these dimensions, you can gauge how prepared your business is. Often, companies discover gaps<\/span><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\">,<\/span> <span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\">perhaps data<\/span><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\"> is siloed, or leadership <\/span><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\">hasn\u2019t<\/span><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\"> yet defined a clear AI vision. <\/span><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\">That\u2019s<\/span><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\"> okay. The assessment is meant to uncover these gaps now, so you can address them (through training, hiring, investing in data infrastructure, etc.) <\/span><\/span><span class=\"TextRun SCXW188005005 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\">before<\/span><\/span><span class=\"TextRun SCXW188005005 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW188005005 BCX0\" data-ccp-charstyle=\"normaltextrun\"> you invest heavily in AI development. In fact, leaders sometimes overestimate their readiness. A thorough readiness check keeps you grounded and provides a baseline to measure progress.<\/span><\/span><\/p>\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>Building a Clear AI Roadmap<\/strong><\/p>\r\n\r\n\r\n\r\n<p><span class=\"TextRun SCXW135418236 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">Once you have assessed your starting point, the next step is to build an <\/span><\/span><span class=\"TextRun SCXW135418236 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\">AI roadmap<\/span><\/span><span class=\"TextRun SCXW135418236 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\">. Think of this as your game plan for AI adoption<\/span><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\">,<\/span><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\"> it turns ambitions into actionable steps. A clear roadmap prevents the common scenario of doing AI experiments with no <\/span><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\">follow<\/span> <span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\">t<\/span><span class=\"NormalTextRun SCXW135418236 BCX0\" data-ccp-charstyle=\"normaltextrun\">hrough. Instead, it lays out how you will go from idea to implementation to scaling AI in your organization.<\/span><\/span><\/p>\r\n<p>Here\u2019s how to create a practical AI roadmap:<\/p>\r\n<ol>\r\n<li><strong>Define Your Objectives and Use Cases:<\/strong> <span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">Begin with the business problems or opportunities you want to address. What goals do you hope to achieve with AI? For example, reducing customer churn, improving supply chain efficiency, or personalizing marketing. Make sure these <\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">objectives<\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\"> tie back to your broader business strategy. Then, brainstorm AI use cases that could support these goals. If <\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">you\u2019re<\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\"> just starting out, prioritize a handful of use cases that are <\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">feasible<\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\"> and <\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">high impact<\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">. Clarity here focuses your efforts on solving <\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\">real business<\/span><span class=\"NormalTextRun SCXW103022102 BCX0\" data-ccp-charstyle=\"normaltextrun\"> needs rather than experimenting aimlessly.<\/span><\/li>\r\n<li><strong>Prioritize Quick Wins:<\/strong> <span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\">Include at least one or two \u201cquick win\u201d AI projects on your roadmap<\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\">,<\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\"> small initiatives that can be prototyped and show results <\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\">relatively fast<\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\"> (within a few months) with modest investment. Quick wins build momentum and <\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\">demonstrate<\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\"> value to stakeholders, which is crucial for gaining support for larger AI investments down the line. For instance, you might start with automating a simple <\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\">data entry<\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\"> task or deploying a basic AI chatbot as a pilot. (Our next article in this series dives into achieving quick wins through prototyping.) Early successes will make it easier to secure <\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\">buy in<\/span><span class=\"NormalTextRun SCXW67889629 BCX0\" data-ccp-charstyle=\"normaltextrun\"> for more ambitious projects.<\/span><\/li>\r\n<li><strong>Allocate Resources and Roles:<\/strong> <span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\">Identify<\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\"> what resources you need for each step of the journey. This includes budgeting for tools or cloud services and, importantly, people. Who will lead the AI initiative? Will you use internal talent, hire new experts, or partner with consultants\/vendors? Many companies without extensive AI teams begin by <\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\">leveraging<\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\"> external partners or <\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\">off-the-shelf<\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\"><a href=\"https:\/\/www.contata.com\/ai-transformation-service-company\"> AI services<\/a>, then gradually build internal capabilities (see the article on building AI capabilities without a big team). Assign clear ownership for projects<\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\">,<\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\"> a <\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\">cross functional<\/span><span class=\"NormalTextRun SCXW143300967 BCX0\" data-ccp-charstyle=\"normaltextrun\"> team with both technical experts and business domain experts often works best to ensure the solution meets real needs. Involve IT early as well, to ensure any AI tools integrate smoothly with your existing systems.<\/span><\/li>\r\n<li><strong>Set a Timeline with Milestones:<\/strong> <span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">Outline the phases of your AI adoption. A typical timeline might start with a discovery phase (research and small experiments), followed by a pilot implementation of a chosen use case, then (if the pilot is successful) a phase to scale it to production and broader use. Set realistic <\/span><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">milestones for<\/span><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\"> example, <\/span><\/span><em><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">Q1: complete data readiness improvements<\/span><\/span><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">, <\/span><\/span><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">Q2: develop pilot AI model for process X<\/span><\/span><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">, <\/span><\/span><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">Q3: pilot <\/span><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">go<\/span> <span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">live<\/span><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\"> and evaluation<\/span><\/span><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">, <\/span><\/span><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\">Q4: plan scaleup based on results<\/span><\/span><\/em><span class=\"TextRun SCXW132429308 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132429308 BCX0\" data-ccp-charstyle=\"normaltextrun\"><em>.<\/em> Having milestones helps track progress and keeps everyone accountable. It also creates natural checkpoints to evaluate whether the project is meeting expectations or if the strategy needs adjustment.<\/span><\/span><\/li>\r\n<li><strong>Define Success Metrics and ROI:<\/strong> <span class=\"TextRun SCXW146489651 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\">From the outset, decide how you will measure the success of each AI initiative. This could be via key performance indicators (KPIs) like increased revenue, reduced processing time, higher customer satisfaction, lower error rates, etc. Setting measurable targets (<\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\">e.g.<\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\"> \u201creduce manual processing time by 50% within 6 months of deployment\u201d) will keep your AI project focused on delivering tangible value. It also provides evidence of return on investment. Ensuring <\/span><\/span><strong><span class=\"TextRun SCXW146489651 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\">tangible ROI<\/span><\/span><\/strong><span class=\"TextRun SCXW146489651 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\"> is <\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\">critical too<\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\"> often, AI pilots <\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\">remain<\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\"> \u201ccool demos\u201d without ever proving business value. By building ROI metrics into your roadmap, you plan for outcomes that matter. (<\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\">We\u2019ll<\/span><span class=\"NormalTextRun SCXW146489651 BCX0\" data-ccp-charstyle=\"normaltextrun\"> cover moving from pilot to production and measuring ROI in a later article in this series.)<\/span><\/span><\/li>\r\n<li><strong>Ensure Leadership Buy-In and Oversight:<\/strong> <span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\">An AI roadmap needs support from the top. Engage senior leadership <\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\">early not<\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\"> just for budget approval but to champion the initiative. Leaders can help clear roadblocks, encourage a culture of innovation, and ensure different departments cooperate. <\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\">It\u2019s<\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\"> wise to <\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\">establish<\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\"> a steering committee or governance board for your AI program. This group can regularly review progress against the roadmap, help set priorities, and manage risks (<\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\">e.g.<\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\"> reviewing ethical considerations for new AI uses). Remember, companies that succeed with AI typically have strong executive sponsorship and <\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\">a clear vision<\/span><span class=\"NormalTextRun SCXW83340987 BCX0\" data-ccp-charstyle=\"normaltextrun\"> from leadership<\/span>.<\/li>\r\n<li><strong>Stay Flexible and Iterate:<\/strong> <span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\">Finally, recognize that an AI roadmap is not a rigid plan set in stone. Treat it as a living document. As you learn from early projects and as AI technology evolves, be ready to adjust your roadmap. <\/span><span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\">Maybe <\/span><span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\">you\u2019ll<\/span><span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\"> discover a certain use case is harder than expected and you need to pivot to another <\/span><span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\">approach <\/span><span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\">that\u2019s<\/span><span class=\"NormalTextRun SCXW219599062 BCX0\" data-ccp-charstyle=\"normaltextrun\"> fine. The important thing is having a structured plan to begin with, rather than chasing every new AI trend blindly. Your roadmap provides direction, but it should be reviewed and updated periodically (say, annually or whenever a major milestone is reached and evaluated).<\/span><\/li>\r\n<\/ol>\r\n<p><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">By following these steps, you create a structured path for your AI journey. You move from \u201cwe\u2019d like to do AI\u201d to a concrete plan that everyone in the organization can understand. The roadmap also helps prevent the notorious \u201cpilot <\/span><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\">purgatory\u201d where<\/span><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\"> companies do a bunch of AI proofs<\/span> <span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\">of<\/span> <span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\">concept but never deploy anything at scale. With a clear plan linking readiness to implementation to outcomes, you <\/span><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\">greatly increase<\/span><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\"> the odds that your AI initiatives will deliver <\/span><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\">real business<\/span><span class=\"NormalTextRun SCXW89977358 BCX0\" data-ccp-charstyle=\"normaltextrun\"> value<\/span>.<\/p>\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>FAQ: Starting an AI Initiative<br \/><\/strong><\/p>\r\n\r\n\r\n\r\n<p><strong>Q:<\/strong> <em><span class=\"TextRun SCXW26712772 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW26712772 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">Why is an AI readiness assessment the first step<\/span><\/span>?<\/em> <br \/><strong>A:<\/strong> <span class=\"TextRun SCXW89837412 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\">An AI readiness assessment lets you <\/span><\/span><span class=\"TextRun SCXW89837412 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\">measure your starting point<\/span><\/span><span class=\"TextRun SCXW89837412 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\"> on factors critical to AI <\/span><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\">success such<\/span><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\"> as data quality, leadership support, and team skills. <\/span><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\">It\u2019s<\/span><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\"> essential because it highlights gaps or challenges you should address before investing heavily. Without this step, you might plunge into an AI project only to hit an obstacle (for example, discovering your data is too poor or siloed to use) that could have been mitigated early. In short, readiness assessments save you from costly surprises and ensure you tackle foundational issues upfront<\/span><span class=\"NormalTextRun SCXW89837412 BCX0\" data-ccp-charstyle=\"normaltextrun\">. They provide a roadmap for improvement so that your AI projects have a solid chance to succeed.<\/span><\/span><\/p>\r\n<p><strong>Q:<\/strong> <em><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">Our company is small and not very tech<\/span> <span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">focused\u00a0 can<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> we still <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">leverage<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> AI?<\/span><\/em><br \/><strong>A:<\/strong> <span class=\"TextRun SCXW127803068 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">Absolutely. You <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">don\u2019t<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> need to be a tech giant to <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">benefit<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> from AI. What you do need is a clear understanding of how AI can solve your specific business problems and a plan to obtain the necessary resources. Start with <\/span><\/span><span class=\"TextRun SCXW127803068 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">small, quick<\/span> <span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">win projects<\/span><\/span><span class=\"TextRun SCXW127803068 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> that address a pain point (for example, automating a repetitive manual task) to build confidence. You can <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">leverage<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> many <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">cloud<\/span> <span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">based<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> AI services that <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">don\u2019t<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> require much inhouse <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">expertise<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">. Also consider partnering with <a href=\"https:\/\/www.contata.com\/ai-transformation-consultant\">AI vendors or consultants<\/a> to jumpstart a pilot (<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">we\u2019ll<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\"> discuss strategies for companies without extensive AI teams in a later article). Over time, you can train or hire staff to build your internal AI capability. Many modern AI tools are becoming <\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">user<\/span> <span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">friendly<\/span><span class=\"NormalTextRun SCXW127803068 BCX0\" data-ccp-charstyle=\"normaltextrun\">, enabling nonexperts to create prototypes. The key is to start with manageable projects and learn as you go.<\/span><\/span><\/p>\r\n<p><strong>Q:<\/strong> <em><span class=\"TextRun SCXW234448519 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\" data-ccp-charstyle-defn=\"{&quot;ObjectId&quot;:&quot;ac0262f4-8a9e-5820-b908-2d943c5f7113|1&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[201342446,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,201342449,&quot;1&quot;,469777841,&quot;Aptos&quot;,469777842,&quot;Arial&quot;,469777843,&quot;Aptos&quot;,469777844,&quot;Aptos&quot;,201341986,&quot;1&quot;,469769226,&quot;Aptos,Arial&quot;,268442635,&quot;24&quot;,469775450,&quot;normaltextrun&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;normaltextrun&quot;,335572020,&quot;1&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">Who should be involved in creating our AI roadmap?<\/span><\/span><\/em><br \/><strong>A:<\/strong> <span class=\"TextRun SCXW234448519 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">Aim for a <\/span><\/span><strong><span class=\"TextRun SCXW234448519 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">cross<\/span> <span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">functional team<\/span><\/span><\/strong><span class=\"TextRun SCXW234448519 BCX0\" lang=\"EN-IN\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\"> when developing your AI roadmap. <\/span><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">You\u2019ll<\/span><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\"> want input from business leaders who understand strategic goals, subject<\/span> <span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">matter experts who know the operational pain points, and <a href=\"https:\/\/www.contata.com\/data-engineering\">IT\/data specialists<\/a> who understand the technology and data landscape. For example, if planning an <a href=\"https:\/\/www.contata.com\/ai-consulting\">AI solution<\/a> for customer service, involve the customer service manager (business perspective), a couple of experienced support agents (user perspective), a <a href=\"https:\/\/www.contata.com\/data-science\">data scientist<\/a> or analyst (AI perspective), and an IT representative (integration\/security perspective). Having diverse stakeholders ensures the plan is realistic and that the AI solutions will <\/span><span class=\"NormalTextRun AdvancedProofingIssueV2Themed SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">actually be<\/span><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\"> adopted by the business. Early involvement across departments also builds buy<\/span> <span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\">in people<\/span><span class=\"NormalTextRun SCXW234448519 BCX0\" data-ccp-charstyle=\"normaltextrun\"> are more supportive of the plan if they had a hand in shaping it.<\/span><\/span><\/p>\r\n<p><strong>Q:<\/strong> <em><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">What\u2019s<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\"> a reasonable timeline to see results from an AI initiative?<\/span><\/em><br \/><strong>A:<\/strong> <span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">It depends on the scope, but many organizations can achieve <\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">an initial<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\"> win within a few months. For example, developing a simple predictive model or automating a routine process might take 812 weeks to pilot and start showing benefits. Larger, more complex initiatives (like overhauling an entire workflow with AI) may be a multiyear journey. <\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">That\u2019s<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\"> why your roadmap should include short<\/span> <span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">term wins as well as long<\/span> <span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">t<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">erm projects. Generally, expect the first 36 months to focus on pilots\/prototypes and learning. Significant ROI often comes in the next phase as you refine and scale a successful pilot into production (<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">perhaps another<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\"> 612 months). The important thing is to continuously track progress against your milestones. If <\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">you\u2019re<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\"> not seeing at least some early indicators of value in the first 6 months, it may be time to reassess the project approach. AI adoption is a marathon, not a <\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\">sprint but<\/span><span class=\"NormalTextRun SCXW251015772 BCX0\" data-ccp-charstyle=\"normaltextrun\"> with a clear plan (and patience), you can score some early \u201csprints\u201d that prove the effort is worthwhile<\/span>.<\/p>\r\n\r\n\r\n","protected":false},"excerpt":{"rendered":"<p>Embarking on an AI initiative can feel both exciting and daunting. Many organizations see the potential of artificial intelligence to transform their business but aren\u2019t sure how to begin. The key to a successful start is <strong>assessing your AI readiness<\/strong> and <strong>creating a clear roadmap<\/strong> before jumping into any projects. Skipping these steps can lead to false starts or wasted investments. In this article, we\u2019ll discuss why evaluating readiness is so important and how to chart a practical AI roadmap for your business.<\/p>\n","protected":false},"author":4,"featured_media":576,"parent":0,"template":"","news_category":[13],"class_list":["post-572","news","type-news","status-publish","has-post-thumbnail","hentry","news_category-ai-consulting"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Start Your AI Journey: How to Assess Readiness &amp; Build Clear Roadmap<\/title>\n<meta name=\"description\" content=\"Kickstart your AI initiative with a strong foundation by assessing organizational readiness and building a practical roadmap aligned with your business goals.\" \/>\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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