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- Data and Technology
- Data Collection and Engineering
Data collection—the foundation for your ambitions.
If your data are low quality, decentralized, or disconnected from your business challenges, you aren’t able to take full advantage of artificial intelligence. Data needs to be a strategic lever for growth, not a blind spot. To achieve this, we get your data collection and engineering to work together. Starting right from the source, we structure your data so they’re traceable, activatable, and reliable and can generate a real impact on your results.
59% of organizations don’t measure the quality of their data.
Robust, maintainable data collection.
Data collection audit
Quickly identify priorities and necessary corrective measures. We evaluate what is actually measured, the quality of the data, gaps in relation to business needs, and risks related to consent or compliance.
Creation of a measurement plan
Benefit from a measurement plan that is structured and aligned with your marketing and business objectives. We specify the events, variables, collection rules, and overarching principles that will guide implementation and governance.
Implementation
Validate the reliability of your data and quickly detect anomalies. We apply the measurement plan to the related platforms. Then we execute rigorous quality assurance and monitoring phases to ensure the data are 100% reliable.
Data ingestion, security, and governance
Get peace of mind. We handle the process of importing your data from many different sources while managing consent, security, and the creation of data catalogues. We equip you to ensure your teams are informed of the data available, their origin, and how they can be exploited.
We master the tools that matter
Why us?
Our deep expertise in data collection is combined with an advanced understanding of marketing issues.
We’ve spent over 20 years applying this dual expertise to design useful, reliable, and directly activatable data collection systems. Because data collection is the foundation of any data, marketing, or AI strategy. We ensure that your data support your challenges and ambitions.
Our clients’ results say it all.
In a complex market where every dollar counts, we helped Sail fundamentally rethink its media performance.
By combining artificial intelligence, first-party data, and offline signals, we optimized every lever to maximize the real impact of its investments.
The result: 549% ROAS, $16M in online revenue, and an increase in average order value, proof that a well-structured approach can transform marketing performance into concrete business results.
In a high-growth context where retention is key to profitability, we helped WeCook turn its data into a competitive advantage.
By building a unified data warehouse and developing an AI-powered churn prediction model, we enabled the team to identify at-risk customers and act proactively, with insights directly usable by marketing teams.
Results: 85% accuracy in detecting at-risk customers, a full implementation completed in just one month despite complex data sources, and a stronger ability to generate advanced insights to optimize marketing operations.
Proof that a strong data foundation, combined with AI, can turn complex data into actionable business decisions.
In a context where Cirque du Soleil needed to orchestrate large-scale digital campaigns while maintaining high performance across diverse and highly competitive markets, we supported their teams in planning and executing strategies tailored to each local reality.
By developing an integrated approach combining brand awareness and performance, we deployed over 100 campaigns across three continents, leveraging high-impact creative formats, media innovation, and intelligent data use to maximize investment efficiency and continuously fuel audience growth.
Result: a sustained ROI ranging from 1500% to 3000% across all campaigns, conversion performance exceeding targets by up to 20%, and a strong ability to maintain—and even improve—ticket sales despite increased investments in brand awareness.
Proof that rigorous strategic orchestration, combined with agile execution and media intelligence, can turn operational complexity into a driver of sustainable performance at an international scale.
Ubisoft aimed to take full control of its media investments and build an in house capability aligned with its operational and business objectives.
We supported their teams end to end, from defining a clear roadmap to selecting and implementing the right technologies across their media, data and analytics ecosystem. Every step was designed to reduce dependencies, streamline operations and increase speed of execution.
By restructuring data, refining audience segmentation and deploying the right tools, Ubisoft significantly improved its ability to plan, activate and optimize campaigns internally.
Result Ubisoft increased its audience segments tenfold, achieved a 127% return on investment within the first year and completed the full implementation in under six months. Proof that internalizing media can quickly drive both efficiency and measurable business impact.
In a complex digital environment involving multiple teams and systems, Air Canada needed to rely on its data to make informed business decisions.
We redesigned the entire analytics architecture to ensure consistent, reliable and actionable data collection. By structuring tagging, aligning data sources and coordinating teams, we reduced inconsistencies that were limiting decision making.
At the same time, we streamlined partner integrations and accelerated marketing activation processes.
Result data discrepancies between analytics and booking systems were reduced by 80%, partner activation time decreased by 50% and more than 200 tags were deployed to enhance data collection. Proof that reliable data is a direct driver of performance and efficiency.
In a context where ticket sales relied heavily on paid media and third party platforms, evenko needed to regain control of its audiences and structure long term growth.
We supported the organization through a full transformation of its digital operations. By defining a clear roadmap, rethinking the role of the website and structuring data, we helped evenko shift from a campaign driven approach to a long term asset driven strategy.
At the same time, we improved user experience, optimized conversion tracking across multiple platforms and introduced personalization strategies to strengthen audience relationships.
Result a 12 month roadmap aligned teams, six personas were defined to better target both B2C and B2B audiences and a progressive transformation of marketing operations was implemented. Proof that a structured vision can sustainably transform marketing performance.
In a B2B environment with complex orders and distributed inventory across the country, Groupe Deschênes needed to modernize its digital offering without disrupting operations.
We supported the group in structuring its entire e commerce ecosystem. By harmonizing product data, designing an experience aligned with real world needs and integrating real time availability across more than 100 locations, we enabled customers to access reliable and actionable information.
At the same time, we coordinated the launch of multiple transactional sites and supported the creation of an organization capable of sustaining this transformation.
Result over 100 locations now offer synchronized product availability, 8 transactional sites were launched and a strong foundation was built to support long term e commerce growth. Proof that a structured approach can simplify even the most complex environments.
In a complex global environment, Aldo faced a critical issue data from analytics platforms did not match financial reporting, limiting executive confidence.
We centralized and harmonized the entire data ecosystem by migrating to a unified platform. By integrating multiple data sources and structuring them to reflect business reality, we enabled a consistent and reliable view of performance.
At the same time, we democratized access to data to support decision making across the organization.
Result the gap between analytics and finance data was reduced by 25%, data now covers over 80 countries and more than 100 users actively leverage it to drive performance. Proof that reliable data is essential to support growth at scale.
As Nespresso aimed to maximize the value of its audiences, the challenge was to move from generic targeting to behavior based segmentation.
We implemented and activated a data management platform by leveraging CRM data to build advanced segments using clustering models. By identifying the most valuable customer profiles, we deployed highly precise audiences across channels.
This approach turned data into a direct performance driver.
Result revenue per thousand impressions increased by 40%, data matching processes improved significantly and over $75,000 in media efficiency gains were generated within three months. Proof that advanced data usage can quickly drive measurable performance gains.
Finding answers is in our DNA.
How do I know if my data are reliable?
By putting in place mechanisms for control and monitoring. Reliability is based on regular audits, validation rules, QA processes, and systems to detect anomalies in data collection and data streams.
Why is data quality critical?
Because poor-quality data distort decisions and models. That limits trust, prevents rapid detection of problems, and compromises the relevancy of analyses, marketing measurement, and artificial intelligence models.
What is the purpose of a data collection audit?
To identify gaps and risks in existing measurement. An audit lets you validate what is actually collected, detect inconsistencies, evaluate compliance, and prioritize corrective measures.
How do you manage collection across a number of platforms?
Through structured ingestion and centralization. Data coming from multiple platforms needs to be ingested, standardized, and centralized to ensure interpretation that is coherent and exploitable.
Why is data traceability important?
To understand the origin and use of the data. Traceability lets you know where the data are coming from, how they are transformed, and where they are used, which is essential for trust and compliance.
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