{"id":1498,"date":"2026-07-13T09:28:47","date_gmt":"2026-07-13T09:28:47","guid":{"rendered":"https:\/\/ignamicros-39f34873ea-bpaacjbwcxhdezaw.z03.azurefd.net\/?post_type=articles&p=1498"},"modified":"2026-07-16T12:55:49","modified_gmt":"2026-07-16T12:55:49","slug":"inside-the-igna-ai-operations-sprint","status":"publish","type":"articles","link":"https:\/\/www.ignatiuz.com\/igna\/articles\/inside-the-igna-ai-operations-sprint\/","title":{"rendered":"Inside the IGNA AI Operations Sprint"},"content":{"rendered":"\t\t
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Insights<\/strong><\/p>\n\t\t\t\t

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Inside the IGNA AI Operations Sprint<\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t

Successful AI deployments don't begin with building an AI agent. They begin with understanding how your organization works.
<\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n

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\n\t\t\t\t\t\t\t\t\tOne of the first questions organizations ask us is surprisingly simple: “Where should we start?”<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tIt’s a good question. There are hundreds of possible AI use cases. Every department has ideas. Every software vendor promises transformation.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tThe challenge isn’t finding opportunities. It’s choosing the right one.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tOver the years, we’ve learned that organizations move faster when they spend a little time understanding their operations before introducing AI.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tThat’s why we developed the IGNA AI Operations Sprint – a structured engagement designed to identify the right opportunities, evaluate operational readiness, and create a practical roadmap for AI adoption.\t\t\t\t\t\t\t\t<\/div>\n\t\t
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It's not about building technology first. It's about making sure the technology solves the right problem.<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n

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Why We Don't Start With the AI Model<\/strong><\/h2>\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\tMany AI conversations begin with questions like:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhich model should we use?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tShould we build or buy?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tCan we connect to our systems?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tHow quickly can we deploy?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t\t\t\t\t\tThose are important decisions. They just aren’t the first ones.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t\t\t\t\t\tWe’ve found that organizations achieve better outcomes when they first answer a different set of questions:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
    \n\t\t\t\t\t\t\t
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    • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhich workflows create the most value?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
    • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhere does trusted knowledge live?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
    • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWho owns the process?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
    • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhat does success look like?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
    • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhere should people remain involved?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\tOnce those answers are clear, technology decisions become much easier.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n
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      The Sprint at a Glance<\/strong><\/h2>\n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\tThe AI Operations Sprint is designed to move organizations from ideas to an actionable plan.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\tRather than exploring dozens of disconnected use cases, we work together to identify a small number of high-impact opportunities and evaluate them through an operational lens.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\tBy the end of the sprint, organizations leave with more than a list of ideas – they leave with a roadmap.\t\t\t\t\t\t\t\t<\/div>\n\t\t
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      01 <\/strong><\/p>\n\t\t\n<\/div>\n

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      Phase 1<\/strong><\/p>\n\t\t\t\t\t

      Discover<\/strong><\/p>\n\t\t\t\t

      \n\t\t\t\t\t\t\t\t\tEvery organization already has workflows that consume time, create frustration, or slow decision-making. The first step is understanding where those opportunities exist. Together, we identify:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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      • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tRepetitive work<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
      • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tManual Processes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
      • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tHigh-volume requests<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
      • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tKnowledge-intensive tasks<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
      • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tExisting bottlenecks<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
        \n\t\t\t\t\t\t\t\t\tThe goal isn’t to automate everything. It’s to identify where AI can create meaningful value.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n
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        02<\/strong><\/p>\n\t\t\n<\/div>\n

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        Phase 2<\/strong><\/p>\n\t\t\t\t\t

        Understand the Workflow<\/strong><\/p>\n\t\t\t\t

        \n\t\t\t\t\t\t\t\t\tOnce promising opportunities are identified, we map how the work actually happens. This often reveals insights that aren’t captured in process documentation. Questions we explore include:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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        • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWho performs each step?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
        • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhat systems are involved?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
        • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhere does information come from?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
        • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhich decisions require human judgment?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
        • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWhat happens when something doesn't go as planned?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
          \n\t\t\t\t\t\t\t\t\tUnderstanding the workflow is often where the biggest opportunities emerge.\t\t\t\t\t\t\t\t<\/div>\n\t\t
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          From the field<\/strong><\/p>\n\t\t\t\t\t

          In one sprint, mapping the workflow revealed that a request everyone assumed took \"a day or two\" actually passed through five different approvers and averaged closer to three weeks. No one had ever traced it start to finish before we asked them to walk through it with us.<\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n

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          03<\/strong><\/p>\n\t\t\n<\/div>\n

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          Phase 3<\/strong><\/p>\n\t\t\t\t\t

          Evaluate Knowledge<\/strong><\/p>\n\t\t\t\t

          \n\t\t\t\t\t\t\t\t\tAI depends on trusted information. Before recommending an AI solution, we evaluate the knowledge that supports the workflow. We look for:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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          • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tApproved sources<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
          • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tContent Ownership<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
          • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tVersion control<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
          • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tInformation Quality<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
          • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tReview Processes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
            \n\t\t\t\t\t\t\t\t\tStrong knowledge creates confident AI. Weak knowledge creates uncertainty.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n
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            04<\/strong><\/p>\n\t\t\n<\/div>\n

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            Phase 4<\/strong><\/p>\n\t\t\t\t\t

            Assess Readiness<\/strong><\/p>\n\t\t\t\t

            \n\t\t\t\t\t\t\t\t\tNot every workflow is equally prepared for AI. Using our workflow evaluation framework, we assess areas such as:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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            • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tOperational maturity<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tProcess Consistency<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tSystem connectivity<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tHuman Review<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tSuccess Metrics<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
              \n\t\t\t\t\t\t\t\t\tThis helps organizations prioritize opportunities that are most likely to deliver measurable results.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n
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              05<\/strong><\/p>\n\t\t\n<\/div>\n

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              Phase 5<\/strong><\/p>\n\t\t\t\t\t

              Design the Roadmap<\/strong><\/p>\n\t\t\t\t

              \n\t\t\t\t\t\t\t\t\tOnly after understanding the organization do we begin discussing AI solutions. Together, we define:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
              \n\t\t\t\t\t\t\t
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              • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tRecommended AI agents<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
              • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWorkflow improvements<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
              • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tIntegration opportunities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
              • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tGovernance considerations<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
              • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tSuccess Metrics<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
              • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tImplementation priorities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
                \n\t\t\t\t\t\t\t\t\tRather than delivering a generic recommendation, the roadmap reflects how the organization actually operates.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n
                \n \t\t
                \n\t\t\t\t\t\n \n \n <\/stop><\/stop>\n <\/linearGradient>\n <\/defs>\n AI OPERATIONS SPRINT ROADMAP<\/text>\n \n <\/rect>\n Discover<\/text>\n <\/rect>\n Workflow Assessment<\/text>\n <\/rect>\n Knowledge Evaluation<\/text>\n <\/rect>\n Readiness Scoring<\/text>\n <\/rect>\n Roadmap<\/text>\n <\/rect>\n Deployment<\/text>\n <\/g>\n \n <\/path>\n <\/path>\n <\/path>\n <\/path>\n <\/path>\n <\/g>\n <\/svg>\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n
                \n \t\t\t

                What Organizations Receive<\/strong><\/h2>\n\t\t\t\t
                \n\t\t\t\t\t\t\t\t\tBy the end of the sprint, leadership teams have a clear picture of where AI can create value and how to move forward responsibly. Typical deliverables include:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
                \n\t\t\t\t\t\t\t
                  \n\t\t\t\t\t\t\t
                • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tPrioritized AI opportunities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
                • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tWorkflow assessments<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
                • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tKnowledge readiness findings<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
                • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tOperational recommendations<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
                • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tAI deployment roadmap<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
                • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tExecutive presentation<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t
                  \n\t\t\t\t\t\t\t\t\tInstead of asking, “What should we automate?”<\/strong> organizations leave asking, “Which opportunity should we implement first?”<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
                  \n\t\t\t\t\t\t\t\t\tThat’s a much better place to be.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
                  \n\t\t\t\t\t
                  \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n
                  During the Sprint<\/th>\r\n By the End of this Sprint<\/th>\r\n <\/tr>\r\n <\/thead>\r\n
                  Stakeholder Interviews<\/td> Prioritized AI opportunities<\/td>\r\n <\/tr>\r\n
                  Workflow mapping<\/td>\r\n \r\n AI roadmap<\/td>\r\n <\/tr>\r\n
                  Knowledge assessment<\/td>\r\n Workflow readiness score<\/td>\r\n <\/tr>\r\n
                  Process Evslution<\/td>\r\n \r\n Recommended AI agents<\/td>\r\n <\/tr>\r\n
                  Goal Definition<\/td>\r\n \r\n Executive presentation<\/td>\r\n <\/tr>\r\n
                  Operational review<\/td>\r\n \r\n Implementation plan<\/td>\r\n <\/tr>\r\n \r\n <\/tbody>\r\n <\/table>\r\n<\/div>\r\n