Experience Level Agreements (XLAs) are quickly gaining traction as a way for businesses to redefine success—focusing not just on efficiency, but on genuine experience. As AI changes how we work and serve customers, it’s important to remember that technology can’t do everything. Sometimes, we need to pause the algorithms and rely on our human creativity.
Why AI Has Limits in Creative Work
Artificial intelligence excels when there's obvious logic or patterns—think sorting data, automating support, or generating basic content. But creativity is a different story. For example:
- Pitch Decks and Strategy: AI can supply a template, but a compelling pitch requires an emotional connection and audience insight—areas in which humans shine. Imagine a sales team using AI to draft basics but then collaborating to personalize visuals and messaging for a client’s unique needs.
- Compelling Copywriting: AI often creates bland, generic text. Resonating with real readers means choosing words and tone with care—something only people can do well. Great copy comes from knowing your audience, their struggles, and what motivates them, which can’t be fully automated.
- Live Presentations: No AI can replace reading a room or adapting on the fly. Presenting with energy, humor, or empathy is a uniquely human skill. Think of a product demo—the right joke or story, delivered at the perfect moment, lifts engagement in ways scripted bots can’t.
Relying purely on AI for creative or strategic tasks can result in material that lacks nuance and originality. That’s where humans step in to shape the unexpected and infuse projects with personality.
The XLA Advantage
Traditional Service Level Agreements (SLAs) measure technical targets—uptime, response times, and so on. XLAs, by contrast, focus on user experience and engagement.
With XLAs, it’s about asking how outcomes are perceived, not just if they’re achieved quickly. For example:
- Did users feel satisfied or engaged with the end result?
- Is the final product as creative as work driven by people?
- Did AI-generated content inspire or connect with its audience, or drive them away?
Evaluating these qualitative metrics ensures businesses don't just chase efficiency—they nurture innovation and satisfaction. An IT team measuring XLA might ask users about their happiness with a new portal, not just count its successful launches.
How to Balance AI and Human Input
Here’s a practical approach for putting XLA principles into action, while making the most of both AI and human effort:
1. Use AI for Repetitive Tasks, Not Full Solutions
AI is a powerful assistant for handling repetitive work, gathering insights, or generating initial drafts. For instance, let AI sort survey responses or suggest subject lines for an email campaign. However, always finish projects with a human review—adding context, creativity, and those personal touches that make an output memorable.
2. Reserve Certain Work for Humans
Creative brainstorming, storytelling, and complex decision-making benefit from our unique perspectives. For example, running a workshop to solve a tricky client challenge often sparks fresh ideas as team members build on each other’s thoughts—something AI can’t replicate. Sometimes, the best results come from turning off the tech and letting people collaborate and innovate freely, especially when navigating ambiguity.
3. Adopt XLAs for Deeper Insight
Don’t just measure how fast or how much you accomplish. With XLAs, rate the emotional impact, creativity, and end-user satisfaction your projects deliver. After launching a new customer portal, gather direct feedback not only on speed or uptime, but on whether users actually enjoy using it, or feel supported when issues arise.
Empowering Humans with the Right Tools
AI is a partner, not a replacement. The real value emerges when technology accelerates routine work and people drive creativity, strategy, and connection. Adopting XLAs helps organizations focus on experience—making sure all efforts, digital or human, align with big-picture goals.
As you build your next campaign or product, ask: are you measuring what truly matters? With the right balance, your organization can achieve both efficiency and genuine, lasting impact.