Tag: AIImplementation

  • Defining Success: Turning AI Ambitions into Actionable Plans

    Defining Success: Turning AI Ambitions into Actionable Plans

    Picture this: a C-suite roundtable buzzing with excitement over the promise of AI. The team just wrapped a robust Discovery phase, uncovering opportunities to automate operations, enhance customer experiences, or even reinvent an entire product line. Ideas are flowing, and the possibilities seem endless. But then comes the question no one wants to ask—”What’s next?” That’s where the Define phase steps in, turning lofty AI ambitions into a clear, actionable strategy.

    When it comes to leveraging AI, the Define phase is about more than just planning—it’s about focus. At this stage, you’re taking all those shiny ideas from Discovery and distilling them into a strategic roadmap. Think of it as translating enthusiasm into execution. The key? Clarity.

    For instance, say you’re implementing AI to streamline customer support. The Define phase is where you articulate the problem statement: Is the goal to reduce resolution time? Improve customer satisfaction scores? Or cut costs by X%? From there, you develop user personas to understand how AI will interact with your customers or employees, and you map out their journeys. Will it feel seamless to users, or will it create friction? These questions need answers now, not later.

    Scope management is also critical. AI projects are notorious for ballooning out of control—suddenly, that chatbot pilot becomes a full-blown omnichannel AI solution. The Define phase draws clear boundaries around what’s in and what’s out, avoiding the dreaded scope creep. And because AI thrives on measurement, we establish Key Performance Indicators (KPIs)—specific, measurable goals like reducing churn by 10% or increasing operational efficiency by 20%.

    Finally, we develop a roadmap with milestones and timelines, ensuring the team is aligned and prepared to handle challenges before they derail progress. Without this phase, you risk spinning your wheels—investing in AI without a tangible return on investment or clarity of purpose.

    The Define phase isn’t just a bureaucratic necessity; it’s the bridge between AI vision and execution. It ensures you’re not just adopting AI for the sake of it but creating real value. So, next time you’re eyeing that shiny new AI initiative, ask yourself: Have we truly defined what success looks like?

    How are you ensuring clarity and alignment in your AI initiatives? Share your experiences or challenges in the comments below!

  • Finding the Right AI Opportunities: A Conversation About Discovery

    Finding the Right AI Opportunities: A Conversation About Discovery

    The other day, I was talking with Frank, our COO, about how companies are approaching AI. He shared something that stuck with me: “The biggest challenge isn’t implementing AI—it’s figuring out where it will actually make a difference.” That’s exactly what the Discovery phase is all about.

    Discovery isn’t about diving headfirst into AI tools or building models just for the sake of it. It’s about stepping back and asking the right questions.  We discussed a client we worked with recently—a retail company eager to leverage AI to personalize customer experiences. Initially, they thought they needed to overhaul their entire data infrastructure. But by doing a  Discovery, we uncovered that the real opportunity wasn’t more data—it was better data. Their existing data was underutilized, and by focusing on streamlining how it was structured and accessed, they could deliver personalized recommendations faster without a massive rebuild.

    This is why Discovery is so powerful. It’s where we dig deep—conducting stakeholder interviews, analyzing user behaviors, and mapping out workflows—to uncover the real opportunities and avoid unnecessary distractions. Whether it’s identifying bottlenecks in processes or finding innovative ways to connect with users, Discovery ensures that AI investments align with business goals and deliver measurable ROI.

    Frank put it perfectly: “It’s about being intentional, not just innovative.” And he’s right. When Discovery is done right, you don’t just use AI—you unlock its full potential.

    So, what challenges or opportunities could Discovery uncover for your business? Let’s find out.