Customer Experience in the Age of AI
Customers have come to expect personalization. Brands should start with the messaging and use data as fuel to power an “intelligent experience engine.”
Delivering personalized customer experiences is no longer optional. But doing it right requires more than data and algorithms. BCG helps companies develop the strategies and capabilities to create value quickly—and deliver long-term impact.
Our approach to personalized marketing is centered on value and enablement. We identify how one-to-one marketing improves experiences in the ways that matter most, and we implement use cases so that companies generate value as they build self-sustaining capabilities for long-term impact.
The idea is to think big, start small, and grow fast—with quick wins to fund the journey. To help companies do this, we bring a full spectrum of expertise in data and personalization strategy and implementation; analytics and technology; and ways of working and change management.
With this approach, we can help our clients develop the four key elements of digital personalization.
We’ve worked with leaders in personalization—and empowered others to join their ranks. Some examples of our impact include the following.
Personalized Marketing for the Retail Industry. We helped our client realize an increase in annual revenue of $300 million by implementing one-to-one marketing—experiences based on preferences, usage, location, and context relevant to individual customers.
Cross-Selling for Retail Banking. Through customer-specific offers and recommendations based on life events, we helped our client increase its offer conversion rates by 30%.
Capability Build and Agile Teaming for the Airline Industry. We helped our client realize $50 million to $100 million in incremental revenue through a six-month pilot while scaling up an internal marketing team of 90 to work in agile, cross-functional squads.
Recommendation Engine Build for US Biopharmaceuticals. We built a “next best action” engine driven by machine learning to recommend the right offer in the right channel, leading to a 3% increase in volume and a 10% increase in acceptance.
Our personalization consulting draws upon a unique combination of industry, technology, and functional expertise. We leverage agency-like capabilities, cutting-edge analytics, and an array of proprietary tools. Some of our key personalization resources include:
Developed in partnership with Google, this online survey measures six key dimensions of data-driven marketing and generates a report that benchmarks your organization against others in your industry. Recommendations on the basis of these results can help you step up your game.
An analytics powerhouse with a business backbone, BCG GAMMA unleashes the power of data to spark new growth—and new possibilities. Its global team of world-class data scientists comprises experts in AI, machine learning, and marketing personalization engines, and in using data to drive business transformation.
With experts in martech architecture, design, and implementation, BCG Platinion has helped companies across industries implement end-to-end digital transformation. Our martech experts have deep experience in selecting, integrating, and scaling both leading large platforms and specialized software-as-a-service solutions to help companies realize the full potential of data and personalization.
While our personalization consulting is technology agnostic, we can leverage BCG Digital Ventures capabilities, including a real-time, cloud-based personalization platform that applies machine learning to create, deliver, and manage segment-of-one offers.
Heightened personalization maturity empowers brands to build a competitive moat in their sector, unlock sustained growth, and establish resilience amid market pressures. Our personalization consulting experts have quantified our learnings into the Personalization Index, an assessment of personalization maturity at both the individual company and industry levels.
Contact our team to request the assessmentCustomers have come to expect personalization. Brands should start with the messaging and use data as fuel to power an “intelligent experience engine.”
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Our experts have run large-scale personalization programs across industries and geographies, honing one-to-one marketing strategies and building the enablers for sustainable success.