Experience Intelligence Redefined: Simulation for Faster, Richer CX Insights

This article was co-authored by Cameron Fink, Co-Founder and CEO of Aaru, as part of a strategic partnership with Prophet to redefine experience intelligence through AI simulation. Read more about Aaru and their story in their recent Wall Street Journal profile.

What if you could understand your customer’s experience across a journey that spans thousands of touchpoints in just 48 hours?

That’s no longer a hypothetical. With AI simulation, Prophet and Aaru are helping brands model and action on customer journeys, particularly among hard to reach audiences.

This isn’t “synthetic research.” It’s a new form of predictive intelligence: Aaru’s simulations are built on proprietary behavioral and outcomes-based data that mirrors real-world patterns with remarkable accuracy. The result? A clearer, faster, and more granular path to understanding what customers experience, feel, and do —and how to act on it to drive loyalty and growth.

Success Story: From Impossible to Possible

Prophet and Aaru partnered with a leading healthcare company specializing in emergency care to tackle the daunting challenge of understanding the patient experience during unplanned care events. The team simulated 12,500 survey respondents, “agents,” across patients, providers, caregivers, and health system leaders — giving us a comprehensive, 360-degree view of what truly happens in these critical moments.

A simulated patient described their journey this way:

“Treatment was the strongest part of my emergency department visit. The care team was attentive even under pressure, and I felt genuinely listened to. In contrast, discharge was confusing; I left with a sense that key details were missing, which made managing at home more stressful. The journey back to routine life was neither easy nor especially difficult, but I wish the transition out of the hospital matched the quality of care I received inside.”

This engagement surfaced breakthrough insights that would have been nearly impossible to capture using traditional research methods, especially in a comparable window of time and with the same depth and granularity of insights.

Most notably, it exposed a significant disconnect within the organization: While 78% of C-suite leaders believed they had a formal patient experience strategy in place, only 19% of frontline doctors and nurses were even aware such a strategy existed. Additionally, priorities for improving the patient experience varied widely across these groups, showing a lack of consensus and alignment.

The AI-driven simulation revealed four core pillars essential to delivering an outstanding patient experience, each accompanied by actionable tactics to enhance the patient experience.

This research closed long-standing knowledge gaps and equipped the organization with tangible, cross-functional focus areas to drive patient-centered transformation at scale.

Three Game-Changing Benefits: Why AI Simulation Leads to Uncommon Growth

1. Acceleration Without Sacrifice

In a world where customer expectations and market conditions evolve at lightning speed, waiting weeks for static insights is no longer good enough. Simulation can help collapse months of work into 24-48 hours. These accelerated insights empower companies to respond to market signals, emerging risks, or new opportunities in near real-time, fueling not just quick wins but sustainable growth.

2. Access to Insights you Couldn’t get Before

The old approach relied on your ability to recruit a qualified research panel or persuade someone to take a survey. With simulation, you break free of those limits. You can now reach and analyze audiences that were once inaccessible. Whether they are emergency care patients, users of third-party risk management software, or clinical engineers, to name a few examples of engagements Aaru and Prophet have collaborated on. More importantly, audience simulation and predictive modeling unlock a new layer: understanding not just what your customers say, but modeling what they actually do across an expanding set of complex, real-world touchpoints.

3. Anticipation That Drives Action

Simulations don’t just report on the past; they illuminate the path forward. Through advanced modeling, you gain predictive insight into customer behavior — forecasting outcomes, quantifying risk, and testing “what if” scenarios before making big bets. This elevates decision-making from reflective to proactive, enabling organizations to enhance customer journeys, mitigate churn, or unlock new innovation ideas in a way traditional analytics simply cannot match.

You can now answer questions such as:

• How will customers’ experience expectations evolve in 3 years?
• How will changes in pricing or a new feature rollout impact different high-value customer segments?
• Where are the breakpoints in a cross-channel journey that drive churn?

The Future: Growth Through Unlocked Intelligence

AI simulations are not merely efficiency tools. They are growth engines — providing leaders with accelerated insights, predictive models, and access to customer truths that were once off-limits. Through the Prophet / Aaru partnership, the horizon for customer experience has expanded: growth is no longer gated by the limitations of legacy research.