Marketing Technology News: Martech Architecture For Small Language Models: Building Governable AI Systems At Scale
Braze , the leading customer engagement platform that empowers brands to Be Absolutely Engaging, released its 2026 Global Customer Engagement Review (CER). As artificial intelligence (AI) transitions from a back-office efficiency tool to a front-line customer interface, brands face an existential challenge: maintaining a meaningful connection in an increasingly automated landscape. These survey results reveal a critical “Trust Gap,” exposing a widening expectation divide between what businesses believe AI delivers and what customers actually experience. While 93% of marketing leaders believe AI helps them accurately understand customer needs, only 53% of consumers feel brands are successfully predicting their wants. Additionally, while 60% of these marketers use AI to support personalization across channels, nearly half lack the tools needed to orchestrate coordinated experiences across those channels. This disconnect signals a monumental shift in the competitive landscape, where the brands that prioritize real-time context and human-centric value will be best positioned to outpace the status quo.
“As AI reshapes the landscape of customer engagement, the rise of agentic commerce can feel like a moment where marketers’ direct customer relationships are slipping away. But this shift likely represents the most significant opportunity for marketers in a generation,” said Astha Malik, Chief Business Officer at Braze. “To succeed in this new frontier, we must stop viewing AI as a standalone tool and start approaching it as a complete ecosystem where predictive analytics, reinforcement learning, and agents work together to deliver experiences that resonate. In times of disruption, the competitive advantage belongs to those who use new technology to connect more deeply with consumers. By centering the human need for value, convenience, and connection while taking a composable approach to data and intelligence, marketers can build loyalty and lay a sustainable foundation for engagement—no matter what the future holds.”
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The Rise of AI Agents
A fundamental shift is occurring in how people interact with businesses. The report predicts a near-term future of “bot-to-bot” engagement, where consumers increasingly rely on personal AI agents and large language models (LLMs) to manage their digital lives.
What this looks like for industries
Marketing Technology News: Martech Architecture For Small Language Models: Building Governable AI Systems At Scale
The Data Standoff and Consumer Skepticism
The consumer survey findings reveal deep-seated skepticism toward brands’ current AI practices, highlighting the high stakes for data handling:
What Brands Can Do Moving Forward
While the trust gap presents real challenges, the 2026 Customer Engagement Review shows that the financial rewards for brands that prioritize human-centric context are significant. Top-performing brands have moved beyond using AI for simple automation, instead leveraging it to create meaningful exchanges that resonate with consumers. When companies use data to accurately predict and meet customer needs, the result is more than just a transaction; consumers are 30% more likely to stay loyal and 26% more likely to recommend the brand. To succeed , brands must earn the trust of consumers by proving they understand their unique wants and needs, offering personalized experiences and products that genuinely resonate, rather than adding to the digital noise.
The post The 2026 Braze Customer Engagement Review: AI Innovation Meets the Trust Plateau first appeared on PressReleaseCC.
The 2026 Braze Customer Engagement Review: AI Innovation Meets the Trust Plateau first appeared on Web and IT News.
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