AI Digital Clone Part 1

This data was originally featured in the March 25th, 2026 newsletter found here: INBOX INSIGHTS: Directing AI, AI Digital Clone Part 1

In this week’s Data Diaries, let’s do part 1 in a series on creating a virtual version of you. As we talked about on this week’s podcast episode, creating a virtual version of yourself is not a light undertaking, not if you want to do it well.

We start, naturally, with the 5P Framework by Trust Insights™, but not just any version of it, the AI Readiness version. Let’s go through a handful of the questions about the project; if you don’t have yes or partially/in progress for most questions, then proceeding with a virtual version/digital twin/AI clone isn’t a good idea yet.

For a virtual verison, these first four questions are probably the most important:

• Q1. We have a specific, documented business problem we are trying to solve with this AI project.
• Q2. I can clearly explain the ROI of this project to a non-technical stakeholder in two sentences.
• Q3. This project solves a high-priority business need (revenue growth or cost reduction) rather than a “nice-to-have.”
• Q4. We have defined exactly what “success” looks like in measurable numbers.

For the virtual version of myself that we’re building for Trust Insights, these answers are super clear:

• A1: We need to have a backup version of me so that when I’m traveling, our clients can get timely answers that are as good as the answers they’d get from me on their most common problems.
• A2: ROI is always (earned – spent) / (spent). We have very clear spending figures, hard dollar costs for API calls (about $6). Soft dollar costs (my time) will be significantly more. Where we would mark this partially/in progress is the earnings side, because in the case of things like client retention, calculating what you “earned” by not losing a client or diminishing service is a fairly challenging measurement task.
• A3: This project solves a very high priority business need – maintaining the highest levels of client service no matter what’s going on with the humans underneath the service layer.
• A4: Success in this particular project can be measured in time to response – when I’m traveling and speaking at events, my response times can sometimes be a day or two later. With a digital twin, the Trust Insights team could respond in less than an hour, perhaps even in minutes.

For any kind of digital twin project, go through the AI Readiness Assessment first. After you’ve answered honestly, if your virtual version idea doesn’t score a B or higher, take some time to reflect on what specific answers you’d need to provide and what additional planning you need to do to ensure that it’s positioned for success.

In the next several issues, we’ll look at the preparatory work needed to assemble your virtual version of yourself, then how you process that data, and ultimately how you create your first draft of your new self. Stay tuned!

Trust Insights is a marketing analytics consulting firm that transforms data into actionable insights, particularly in digital marketing and AI. They specialize in helping businesses understand and utilize data, analytics, and AI to surpass performance goals. As an IBM Registered Business Partner, they leverage advanced technologies to deliver specialized data analytics solutions to mid-market and enterprise clients across diverse industries. Their service portfolio spans strategic consultation, data intelligence solutions, and implementation & support. Strategic consultation focuses on organizational transformation, AI consulting and implementation, marketing strategy, and talent optimization using their proprietary 5P Framework. Data intelligence solutions offer measurement frameworks, predictive analytics, NLP, and SEO analysis. Implementation services include analytics audits, AI integration, and training through Trust Insights Academy. Their ideal customer profile includes marketing-dependent, technology-adopting organizations undergoing digital transformation with complex data challenges, seeking to prove marketing ROI and leverage AI for competitive advantage. Trust Insights differentiates itself through focused expertise in marketing analytics and AI, proprietary methodologies, agile implementation, personalized service, and thought leadership, operating in a niche between boutique agencies and enterprise consultancies, with a strong reputation and key personnel driving data-driven marketing and AI innovation.