Digital Experience Orchestration with Contentsquare
Biz & Tech Connections: how to unlock the full potential of merging data with design.
In the future, organizations will need to understand how both humans and AI agents operate within digital ecosystems, measuring behaviors, decisions, and interactions across both types of users.
Richard Smith
RVP Partner Sales EMEA di Contentsquare
Digital experience today is no longer just about collecting data: it’s about knowing how to use insights to shape better customer journeys and improve the ones already in place. As digital ecosystems grow more complex, organizations need to move beyond measurement and start orchestrating experiences in a meaningful way.
At the same time, the idea of “the user” is evolving. Digital interactions are increasingly mediated by intelligent agents acting on our behalf, changing how experiences are designed, interpreted, and measured across markets such as retail and public services.
In this interview, RICHARD SMITH, RVP Partner Sales EMEA at Contentsquare, and DAVIDE CREMONESI, Design Director at EngX, part of Engineering, discuss how to unlock the full potential of merging data with design.
The conversation explores the paradigm shift from relying on generic best practices to shaping experiences built on real behavioral evidence, and how the synergy between Contentsquare’s behavioral intelligence and EngX’s orchestration capabilities empowers organizations to turn complex analytics into decisive action.
#1
DIGITAL EXPERIENCE ORCHESTRATION: HOW ENGINEERING AND CONTENTSQUARE MOVE FROM MEASUREMENT TO ACTION
BIZ
Davide Cremonesi
That’s the key challenge. Today, companies are drowning in data but starving for insights. To stand out, organizations must move from passively observing dashboards to actively steering the experience.
This is where Engineering brings unique value. We don’t just design single touchpoints; we manage the entire digital ecosystem. To do this effectively, we need to move from “designing by best practice” to “designing by evidence.”
This is why we chose Contentsquare. As a leading Experience Analytics platform, it offers deep insights into user frictions, intentions, and behavioral patterns. It acts as our behavioral radar, showing not only what is happening, like a drop in conversion, but why users are frustrated.
EngX, part of Eng Group, takes that “behavioral truth” and translates it into action. Whether it is a journey redesign, a UX improvement or a frontend optimization, we close the loop and turn insight into outcomes.
Orchestration isn’t a buzzword. It’s the ability to connect Contentsquare’s intelligence with our design and engineering capabilities to create journeys that adapt, perform, and generate business value.
TECH
Richard Smith
From our perspective, orchestration starts with turning behavioral data into actionable intelligence.
Experience analytics helps organizations move beyond simply observing performance and instead understand the intent behind user behaviors.
When you combine that intelligence with Engineering’s ability to design and implement change across the digital ecosystem, data becomes a driver of decisions rather than just reporting.
The value of the partnership lies in closing the gap between insight and execution. Contentsquare provides visibility into friction, hesitation, and user intent, while EngX translates those insights into measurable improvements across journeys.
This creates a continuous loop where analytics informs design, design improves performance, and performance generates new learning.
Orchestration also means enabling organizations to act faster and with more confidence, aligning business outcomes with real behavioral evidence.
#2
. EXPERIENCE ANALYTICS IN ITALY: ADAPTING GLOBAL BEST PRACTICES TO LOCAL DIGITAL MATURITY
BIZ
Davide Cremonesi
Global excellence provides the benchmark, but local reality sets the pace. In Italy, the challenge is fragmentation: high user expectations coexist with organizations whose digital maturity is still evolving.
There is no single approach. You cannot simply apply a global playbook: it must be interpreted according to industry speed, habits, expectations and level of digitization.
In the enterprise sector, users still face everyday frustrations, hard-to-find content, confusing navigation, and disjointed experiences, that silently kill conversion and revenues. Using Contentsquare’s insights, we don’t just fix issues, we redesign flows around real user intent.
In the public sector, the challenge is trust rather than profit. Behavioral data helps simplify interaction, improve accessibility and transform complex processes into smoother digital services, strengthening trust in public experiences.
Our role at EngX is to combine Italy’s tradition of creativity and aesthetics with solid behavioral evidence.
TECH
Richard Smith
The real opportunity lies in blending global analytics standards with local cultural nuance. Italian brands are known for creativity and strong brand identity, but historically creativity has not always been paired with behavioral insight.
Experience analytics helps close that gap by bringing measurable evidence into creative decision-making.
Another key element is starting small. Rather than trying to transform everything at once, organizations should focus on high-impact user journeys that enable fast learning cycles.
Those early wins create momentum and allow successful approaches to scale across the organization.
Agencies and partners play a crucial role in this process. Their value is not only producing reports or dashboards but translating data into business outcomes, helping organizations connect behavioral insights to strategic decisions and measurable growth.
#3
AGENTIC BROWSERS AND AI AGENTS: THE FUTURE OF DIGITAL INTERACTION
BIZ
Davide Cremonesi
From a design and business perspective, the rise of intelligent agents represents a fundamental shift in how we think about experience. We are no longer designing only for human navigation patterns, but for ecosystems where machines interpret, evaluate, and interact with digital services on behalf of users.
This reinforces the need to design by evidence rather than assumptions. Behavioral intelligence becomes essential to understand how journeys perform across different types of users, human or AI-driven. The role of design evolves from shaping interfaces to orchestrating experiences that are clear, accessible, and interpretable by both people and intelligent systems.
For organizations, this means rethinking digital experience as a dynamic system where trust, clarity, and usability become strategic assets, not only for customer engagement but also for how intelligent agents evaluate and navigate digital environments.
TECH
Richard Smith
Digital experiences will increasingly target AI agents representing users, not just humans. As agentic browsers and intelligent assistants become more common, brands will need to design experiences that can be interpreted not only by people but also by machines acting on their behalf.
This means ensuring clarity, trust, and machine-readability so agents can correctly interpret value propositions and navigate digital environments, moving beyond traditional SEO toward a post-SEO logic.
Think REO (Retrieval Engine Optimization), focused on making content retrievable and understandable by AI agents, and GEO (Generative Engine Optimization) for generative AI environments.
Experience analytics will evolve accordingly. In the future, organizations will need to understand how both humans and AI agents operate within digital ecosystems, measuring behaviors, decisions, and interactions across both types of users.
#4
AI, EXPERIENCE KPIs AND QUALITY METRICS: THE NEXT EVOLUTION
BIZ
Davide Cremonesi
In recent years, companies focused almost exclusively on quantitative metrics, but counting clicks is no longer enough. The real competitive advantage lies in understanding human sentiment, whether a journey creates trust or frustration.
Artificial Intelligence is becoming a key accelerator. It allows organizations to analyze huge volumes of behavioral data, identify complex patterns, and move from reactive to predictive analysis. anticipating problems before they impact users.
At EngX, we are using AI Agents to map complex sites, identify friction points such as confusing navigation, drop-offs in key journeys or accessibility issues, and suggest design fixes, saving teams hours of manual auditing.
This shift allows us to focus on what truly matters: outcomes that drive revenue, retention, and relationships with customers or citizens. Our partnership is about providing not only tools, but a strategic roadmap to build the future faster and smarter.
TECH
Richard Smith
KPIs are evolving from purely quantitative measures toward qualitative indicators such as satisfaction, effort, and emotion. Organizations are beginning to understand that experience quality cannot be captured by numbers alone, it requires deeper insight into how users actually feel during interactions.
AI will play a major role by predicting friction and surfacing insights earlier, allowing teams to focus less on manual analysis and more on creative and strategic work. The goal is not replacing people but enabling them to operate at a higher level.
The future is about human–AI collaboration: machines help scale analysis and execution, while humans drive creativity, judgment, and innovation. Partnerships become growth multipliers when agencies embed experience analytics directly into delivery models, ensuring that insights translate into action.
At the same time, ethical and accessible design remains essential, so brands stay privacy-safe and truly user-centric.
The role of design evolves from shaping interfaces to orchestrating experiences that are clear, accessible, and interpretable by both people and intelligent systems.
Davide Cremonesi
Design Director di EngX (Gruppo Eng)
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